{"id":"W3004431723","doi":"10.1097/adm.0000000000000595","title":"Addiction Medicine Training Fellowships in North America: A Recent Assessment of Progress and Needs","year":2020,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Addiction medicine; Medical education; Alternative medicine; Addiction; Family medicine; Traditional medicine; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002513264,0.0001455555,0.0002145164,0.00137963,0.001255563,0.001154499,0.0007374061,0.0007061754,0.003754302],"category_scores_gemma":[0.007435179,0.0001898731,0.0003103438,0.002080204,0.0007114734,0.001490611,0.002116234,0.0009916637,0.0002531993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107529,"about_ca_system_score_gemma":0.009675721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06322401,"about_ca_topic_score_gemma":0.1847257,"domain_scores_codex":[0.9988151,0.0002267501,0.0001159457,0.0001212816,0.0003836693,0.0003372651],"domain_scores_gemma":[0.9860564,0.001304461,0.003033375,0.0001638783,0.003165786,0.006275979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006165019,0.0002666485,0.7886491,0.000720989,0.00005381576,0.0002750022,0.003432928,0.000148269,0.0004027414,0.0008524222,0.02405087,0.1810857],"study_design_scores_gemma":[0.000007699365,0.00007052931,0.9684086,0.0005142408,0.00001547565,0.0002710506,0.008710349,0.0001482784,0.00005108578,0.00009636427,0.02169596,0.00001049708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868123,0.03206063,0.0003661129,0.06458668,0.0007410836,0.00009595842,0.001958863,0.00005982506,0.01331855],"genre_scores_gemma":[0.9504823,0.03829334,0.001006544,0.005197572,0.0005677226,0.0001051935,0.001653372,0.00002014301,0.002673837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06322401,"threshold_uncertainty_score":0.125712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434380397767935,"score_gpt":0.3231849319833217,"score_spread":0.2797468922065282,"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."}}