{"id":"W4384957339","doi":"","title":"Médecine personnalisée : avenir en pratique et moyens nationaux","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"french","weight":1554.46666666667,"opus":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"low","reason":"French preprint on personalized medicine in practice and national means, with only a 'National audience' stub for an abstract; appears to concern health practice and capacity rather than research, but the payload is too thin to judge."},"gpt":{"tier":"OUT","genre":"policy","about_ca":false,"confidence":"low","reason":"The sparse title and abstract suggest a policy or practice discussion of personalized medicine rather than metaresearch."},"grok":{"tier":"OUT","genre":"policy","about_ca":false,"confidence":"low","reason":"Title suggests personalized-medicine outlook and national means, but abstract is empty so object is unclear."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02118272,0.0004302118,0.00100371,0.001757691,0.009084685,0.01489932,0.001350989,0.008260786,0.03456751],"category_scores_gemma":[0.03424841,0.0004298134,0.0005932333,0.003077758,0.01018072,0.01381597,0.009862411,0.01316365,0.004196322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01427554,"about_ca_system_score_gemma":0.03896491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04154345,"about_ca_topic_score_gemma":0.0369758,"domain_scores_codex":[0.9829357,0.009514929,0.0005592269,0.001286787,0.002846826,0.002856615],"domain_scores_gemma":[0.9728619,0.009685216,0.001577568,0.001320755,0.004197127,0.01035739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001740645,0.0003092995,0.009889361,0.0004583705,0.0000453596,0.0004545905,0.0429358,0.0002721965,0.0006704491,0.5946774,0.2090265,0.1410865],"study_design_scores_gemma":[0.00003019143,0.00008420624,0.01376826,0.0008886728,0.00000982808,0.0004362157,0.02040083,0.0001951735,0.0001747465,0.02987755,0.9340867,0.00004754501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01739159,0.04467037,0.00130435,0.8049731,0.006776377,0.00003692273,0.0002232079,0.00007963636,0.1245445],"genre_scores_gemma":[0.6133237,0.06236563,0.003841783,0.1082765,0.01279467,0.0002881865,0.0005289422,0.000327401,0.1982533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04154345,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443779581890426,"score_gpt":0.3365267587713731,"score_spread":0.3020889629524688,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}