{"id":"W2792880401","doi":"10.1136/bmj.333.7573.s155","title":"A career as a Canadian psychiatrist","year":2006,"lang":"en","type":"article","venue":"BMJ","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Psychoanalysis; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006234244,0.0007914372,0.0009006908,0.003102119,0.06112074,0.009718929,0.004094057,0.01564594,0.08995724],"category_scores_gemma":[0.01361957,0.001073006,0.001510337,0.0023028,0.00885422,0.004055942,0.007430504,0.01949695,0.01149686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07067789,"about_ca_system_score_gemma":0.312138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8897825,"about_ca_topic_score_gemma":0.9836531,"domain_scores_codex":[0.9852035,0.001252425,0.0002563544,0.0005651666,0.003069202,0.009653291],"domain_scores_gemma":[0.8565457,0.001075479,0.00120972,0.0004458466,0.01283487,0.1278884],"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":[0.00008004459,0.0002620732,0.009731761,0.0001522941,0.00003236405,0.002631729,0.003721667,0.0001258247,0.0003707188,0.007553935,0.9549301,0.02040752],"study_design_scores_gemma":[0.0001220404,0.0002215554,0.02420173,0.001116073,0.0000421062,0.003255064,0.04369242,0.0002638943,0.0001784111,0.002525416,0.9242448,0.0001365785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02124071,0.005304481,0.0003856807,0.7853865,0.03618674,0.0002498234,0.0004534492,0.0001074883,0.1506851],"genre_scores_gemma":[0.2070912,0.01104715,0.002098592,0.3366823,0.007467588,0.0002520543,0.0004632184,0.0002034035,0.4346945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1102175,"threshold_uncertainty_score":0.5128064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04268082744202492,"score_gpt":0.4047376752597721,"score_spread":0.3620568478177472,"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."}}