{"id":"W4402825935","doi":"10.1097/cxa.0000000000000217","title":"“I Really Didn’t See a Lot of This in My Training”: Family Medicine Residents’ and Recent Graduates’ Experiences of Training and Readiness to Deliver Treatment for Opioid Use Disorder","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; The Wilson Centre; University of Toronto; University Health Network; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Opioid use disorder; Medicine; Psychiatry; Opioid","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039034,0.0001590299,0.0004303736,0.0005053882,0.00007529803,0.0000242444,0.00006460818,0.0000563621,0.00004178741],"category_scores_gemma":[0.0002035143,0.0001004554,0.00005556339,0.0003033023,0.0001902582,0.0001352465,0.000006594931,0.0001045293,3.240528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841228,"about_ca_system_score_gemma":0.0007338767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02967767,"about_ca_topic_score_gemma":0.04485893,"domain_scores_codex":[0.9988194,0.00005587565,0.000521738,0.000172997,0.0002153599,0.0002146305],"domain_scores_gemma":[0.9990439,0.0001974754,0.0001501951,0.0001283638,0.0001803058,0.0002997242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008222827,0.00009478671,0.009496505,0.0001533215,0.0004968226,0.0001211861,0.7504464,0.00005865347,0.001116004,0.0002472501,0.001844042,0.2351027],"study_design_scores_gemma":[0.01091436,0.01593903,0.6042752,0.007500008,0.001819494,0.0006920368,0.3315405,0.001154312,0.001091917,0.000952267,0.0236924,0.000428532],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875607,0.007633362,0.00007184059,0.003736195,0.000268885,0.0005557298,0.00004448089,0.000005515052,0.0001232612],"genre_scores_gemma":[0.9963046,0.002821429,0.0004247887,0.0001164534,0.00008484835,0.00003680626,0.00001438637,0.00002129647,0.0001753794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5947787,"threshold_uncertainty_score":0.9767838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627993985836912,"score_gpt":0.304893154137604,"score_spread":0.2420937555539128,"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."}}