{"id":"W7096187600","doi":"","title":"RESUME","year":2015,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Product (mathematics); Data collection; Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001883676,0.000649282,0.0005386026,0.002125047,0.003886156,0.003631688,0.00150131,0.001671128,0.3198094],"category_scores_gemma":[0.009071525,0.0002296065,0.0006139451,0.002402872,0.0008792619,0.002030582,0.002661705,0.001908052,0.09988905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002938691,"about_ca_system_score_gemma":0.007834311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212255,"about_ca_topic_score_gemma":0.02231545,"domain_scores_codex":[0.99821,0.0003991906,0.000125959,0.0002786406,0.0006580179,0.0003282087],"domain_scores_gemma":[0.996333,0.0005945912,0.0002184625,0.0002712956,0.001641022,0.0009416309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002043796,0.0002673109,0.009713594,0.0005688951,0.00001870407,0.0005060527,0.003156458,0.0001630899,0.0003414183,0.02218162,0.7057867,0.2570919],"study_design_scores_gemma":[0.00001369207,0.00006245801,0.007401952,0.0004681759,0.000007573592,0.00030735,0.001662568,0.00005168799,0.0001358521,0.0021851,0.987691,0.00001265635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02397586,0.01106131,0.00404123,0.03507192,0.01048259,0.0007678289,0.01896213,0.0007328233,0.8949043],"genre_scores_gemma":[0.06462406,0.009236037,0.003730862,0.006981897,0.00199364,0.0007134436,0.009847466,0.0002483648,0.9026242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6801906,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6107301412787238,"score_gpt":0.6408023723046603,"score_spread":0.03007223102593648,"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."}}