{"id":"W1159539085","doi":"10.1007/s40596-015-0407-9","title":"Personal Therapy in Psychiatry Residency Training: A National Survey of Canadian Psychiatry Residents","year":2015,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Residency training; Psychiatry; Medicine; Training (meteorology); Family medicine; Psychology; Medical education; Continuing education","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":[0.001319311,0.0004447785,0.0005234917,0.002383793,0.005790422,0.001582542,0.002336752,0.001345945,0.005241071],"category_scores_gemma":[0.004703814,0.0007114558,0.0006761518,0.005440849,0.001086337,0.0009949579,0.00188921,0.001626321,0.0007056617],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03232178,"about_ca_system_score_gemma":0.04525778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845499,"about_ca_topic_score_gemma":0.9949728,"domain_scores_codex":[0.9973565,0.0002428477,0.0001755239,0.0002211976,0.00100893,0.0009949694],"domain_scores_gemma":[0.9932557,0.0002651563,0.001287386,0.00008003311,0.002371615,0.002739929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006516068,0.0002036521,0.9802996,0.000119379,0.00005750607,0.0001288407,0.006883675,0.00007171011,0.0001745702,0.0001636437,0.005561171,0.006271027],"study_design_scores_gemma":[0.000005831018,0.00002906126,0.9867238,0.0000707295,0.000009870921,0.00007816077,0.01065442,0.00007886309,0.00001989276,0.00001582066,0.002298598,0.00001497742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876039,0.001063799,0.0001042913,0.002134595,0.00005774932,0.0001271562,0.003227343,0.00000990326,0.005671102],"genre_scores_gemma":[0.9916497,0.001832761,0.0003985883,0.001631701,0.00003792048,0.0001082292,0.001751806,0.00001408434,0.002575224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9676782,"threshold_uncertainty_score":0.234512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703822509987633,"score_gpt":0.4013736331258656,"score_spread":0.2309913821271023,"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."}}