{"id":"W4291256677","doi":"","title":"Prescribing independence.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Milton District Hospital","funders":"","keywords":"Independence (probability theory); Medicine; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003497833,0.00005271981,0.00008765428,0.00004479614,0.0003385123,0.00001035106,0.0001286399,0.0001170727,0.00336727],"category_scores_gemma":[0.01692632,0.00003991616,0.00002055692,0.000135154,0.0000320723,0.0001856656,0.00004182756,0.0008394144,0.0007095505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004495904,"about_ca_system_score_gemma":0.0002067024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008505127,"about_ca_topic_score_gemma":0.00003491222,"domain_scores_codex":[0.9976184,0.000883979,0.0001850782,0.0001435893,0.000460695,0.0007082045],"domain_scores_gemma":[0.9980108,0.001251323,0.00006426891,0.0001774148,0.00006927535,0.0004269406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287628,0.0001093779,0.2058989,0.0002534046,0.00005374918,0.00005496044,0.001117615,5.983866e-7,0.0000454291,0.07005731,0.1387283,0.5835515],"study_design_scores_gemma":[0.0003882005,0.00000748617,0.09267972,0.0000133416,0.00000429459,0.000001103829,0.0005370647,0.000004272691,0.0001040135,0.002586536,0.9036119,0.00006208078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05546924,0.0005829084,0.00033981,0.002345006,0.0007726137,0.001352655,0.000002664528,0.00007464938,0.9390604],"genre_scores_gemma":[0.969083,0.0001489189,0.0001419204,0.001370274,0.000172068,0.002491126,0.000001376946,0.000008595481,0.02658273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9136137,"threshold_uncertainty_score":0.9975438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.244612998927077,"score_gpt":0.4575277825387317,"score_spread":0.2129147836116547,"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."}}