{"id":"W1550980521","doi":"10.1007/978-3-642-33581-5_5","title":"Medical Management of the Patient","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Medical practice; Duration (music); Intensive care medicine; Population; Threatened species; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011526,0.0003666334,0.0002905936,0.0006226354,0.002071964,0.002839943,0.0006893737,0.00356106,0.02983224],"category_scores_gemma":[0.003179576,0.0002432797,0.0002617802,0.0004387471,0.001985776,0.001749986,0.001882883,0.005418572,0.009627212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530524,"about_ca_system_score_gemma":0.004976653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660472,"about_ca_topic_score_gemma":0.00908904,"domain_scores_codex":[0.9991826,0.0002724202,0.0000293076,0.00007358113,0.0003179383,0.0001241031],"domain_scores_gemma":[0.9994094,0.0002201914,0.00003889023,0.00003703655,0.0001190452,0.0001755392],"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":[0.0000057213,0.0000496203,0.0001710597,0.00005905124,0.000002381833,0.0004226433,0.0009378092,0.0001306102,0.0001305608,0.143809,0.7730389,0.08124261],"study_design_scores_gemma":[0.000002301595,0.00001167278,0.0002902774,0.0002449513,0.000001318663,0.0006939057,0.0003648059,0.00008218034,0.00002977942,0.0214542,0.9768191,0.000005399681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008147296,0.01743784,0.002615193,0.06328423,0.006056122,0.00005469528,0.00003881599,0.00004983007,0.9096485],"genre_scores_gemma":[0.01859397,0.01871485,0.002746298,0.04494424,0.005039923,0.00009195564,0.00005938297,0.00006584759,0.9097435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02983224,"threshold_uncertainty_score":0.0997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07850454376256417,"score_gpt":0.4183077281431811,"score_spread":0.3398031843806169,"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."}}