{"id":"W3084711562","doi":"10.1177/0706743720943993","title":"Third-party Assessments/Independent Medical Evaluations","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Professional standards; Psychology; MEDLINE; Medicine; Psychiatry; Family medicine; Political science; Law; Engineering; Engineering ethics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01742839,0.0009238388,0.0009099139,0.005300361,0.002502501,0.002978532,0.002121548,0.00131285,0.1936977],"category_scores_gemma":[0.04356941,0.000454982,0.0008959164,0.002765779,0.0008543528,0.001756754,0.004188713,0.001833525,0.0932715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721768,"about_ca_system_score_gemma":0.01902127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166927,"about_ca_topic_score_gemma":0.02667522,"domain_scores_codex":[0.9876608,0.003862274,0.001923162,0.001063379,0.004241503,0.001248893],"domain_scores_gemma":[0.9334111,0.005556183,0.004219086,0.01080129,0.04055999,0.005452358],"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":[0.0009658848,0.0005679639,0.00958568,0.0006572713,0.00005641997,0.0003310635,0.0005722935,0.0001826426,0.0009923591,0.003731102,0.6414878,0.3408695],"study_design_scores_gemma":[0.0005202729,0.0003173984,0.03791156,0.001873908,0.00007222196,0.000715357,0.000827978,0.001341982,0.002690989,0.003774433,0.9498526,0.0001013845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02951182,0.003240386,0.04091001,0.01497652,0.005995406,0.02683312,0.03191965,0.005680688,0.8409324],"genre_scores_gemma":[0.2302752,0.005413427,0.07857814,0.01256588,0.004296049,0.02253623,0.04155691,0.003602061,0.6011761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1936977,"threshold_uncertainty_score":0.6479833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875039831429889,"score_gpt":0.3726852647345586,"score_spread":0.3139348664202597,"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."}}