{"id":"W7037880212","doi":"","title":"Exploring Factors Associated with Prescribers&amp;amp;rsquo; Comfort Levels in Analgesic Prescribing in Quebec","year":2024,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Logistic regression; Health professionals; Analgesic; Cross-sectional study; Health care; Continuing education","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":[0.0008111711,0.00017115,0.0002026491,0.0006160047,0.002185521,0.001245106,0.0008735154,0.0004593381,0.004101111],"category_scores_gemma":[0.003516168,0.0002022869,0.0003701607,0.00204382,0.0005510371,0.0003902623,0.0006222097,0.0007431631,0.0002132669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02362925,"about_ca_system_score_gemma":0.02293526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9906541,"about_ca_topic_score_gemma":0.995102,"domain_scores_codex":[0.9990404,0.0001528416,0.00007559714,0.0001090371,0.0003647301,0.0002573048],"domain_scores_gemma":[0.9954159,0.0005789618,0.001090896,0.00007572348,0.00163175,0.001206727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004008579,0.0000833745,0.9852386,0.00005857554,0.00003199211,0.0001039853,0.002122949,0.0001324933,0.0002227771,0.0001277085,0.00221174,0.009625852],"study_design_scores_gemma":[0.000004089562,0.00002233291,0.9957001,0.00006046625,0.000008496622,0.00003169796,0.002317732,0.0003448346,0.00004440307,0.00001173224,0.001444317,0.00000977037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893951,0.001058302,0.0001925469,0.002288711,0.00002373846,0.0000554979,0.001495832,0.00001141217,0.005478928],"genre_scores_gemma":[0.9976342,0.0003698514,0.0002019027,0.0003771086,0.000006220085,0.00001771238,0.0003857129,0.000003521118,0.001003831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9906541,"threshold_uncertainty_score":0.171443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2260563904190958,"score_gpt":0.3207139226182834,"score_spread":0.09465753219918754,"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."}}