{"id":"W1997051011","doi":"10.1176/appi.ap.11020024","title":"The Transition to Practice in Psychiatry: A Practical Guide","year":2012,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Transition (genetics); Psychiatry; Psychology; Medical education; Medicine; Chemistry","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008310732,0.0002290507,0.000288538,0.000111659,0.0007206053,0.00001292182,0.0003768081,0.0006831464,0.0003917007],"category_scores_gemma":[0.01426754,0.0001627714,0.00007887249,0.0006461163,0.00009246588,0.001064021,0.0001012434,0.004399717,0.002725018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548827,"about_ca_system_score_gemma":0.001062681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002879162,"about_ca_topic_score_gemma":0.0002634975,"domain_scores_codex":[0.9943654,0.002124776,0.001203947,0.0003710786,0.0006319713,0.00130283],"domain_scores_gemma":[0.9919611,0.00634211,0.0003530417,0.0005949792,0.0001143306,0.0006344903],"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":[0.0004694704,0.0003455622,0.08138668,0.0001106423,0.0000318006,0.000001097707,0.01127733,0.000001587219,0.00003074304,0.09216739,0.8117989,0.002378847],"study_design_scores_gemma":[0.000642431,0.00008194148,0.01960697,0.0002614831,0.00006892682,0.00002114517,0.03669785,0.00001725294,0.000001320888,0.005385197,0.9370179,0.000197548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06883264,0.003717861,0.001100579,0.8760883,0.01813068,0.001425858,0.000006500662,0.0001351219,0.03056246],"genre_scores_gemma":[0.5385033,0.003939621,0.07649224,0.3524837,0.02265312,0.001485765,0.00002742048,0.0001520331,0.004262766],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5236046,"threshold_uncertainty_score":0.9980515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800185564589161,"score_gpt":0.4954166080775698,"score_spread":0.4474147524316782,"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."}}