{"id":"W4394858756","doi":"10.46747/cfp.7004e52","title":"Barriers and facilitators for family physicians prescribing opioid agonist therapy in Saskatchewan","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Family medicine; Medicine; Feeling; Limiting; Opioid use disorder; Descriptive statistics; Psychology; Opioid; Social psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001037182,0.0003651893,0.000447044,0.0003797225,0.0001779125,0.0001287811,0.0001225939,0.0001200511,0.000002455267],"category_scores_gemma":[0.00001220591,0.0003672245,0.000179967,0.0004486224,0.0001501334,0.0001748452,0.00001490683,0.0002382635,0.00002645112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373151,"about_ca_system_score_gemma":0.001917526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03326507,"about_ca_topic_score_gemma":0.02311372,"domain_scores_codex":[0.9980933,0.00003463373,0.0002732411,0.000655775,0.0001877649,0.0007552901],"domain_scores_gemma":[0.9988825,0.00007077114,0.00002907392,0.0003729474,0.00005528685,0.000589418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002430198,0.000180963,0.007751037,0.001093809,0.0008215777,0.0004242501,0.02334094,0.0000457679,0.03092018,0.001849238,0.03111451,0.9022147],"study_design_scores_gemma":[0.007561813,0.002255414,0.1848283,0.00286738,0.0004320777,0.00000458587,0.174648,0.003134009,0.004289818,0.004149306,0.6137564,0.002072975],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752307,0.01158208,0.00004604117,0.001113194,0.0005030717,0.001722132,0.0007835997,0.0001347255,0.008884476],"genre_scores_gemma":[0.9731677,0.0002498251,0.0002395694,0.02502429,0.0002145338,0.0003348185,0.0001793954,0.0001028876,0.0004869419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9001417,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506767656342218,"score_gpt":0.2492281171416445,"score_spread":0.2341604405782224,"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."}}