{"id":"W3195112423","doi":"10.1016/j.jaad.2021.06.242","title":"25200 Public versus private drug insurance and psoriasis degree of severity in patients with prescribed biologics in Canada: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Psoriasis; Retrospective cohort study; Drug; Cohort; Private insurance; Public health insurance; Health insurance; Family medicine; Cohort study; Internal medicine; Dermatology; Pharmacology; Health care","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":[0.0007252849,0.00053283,0.0008204069,0.001878835,0.002738939,0.002066726,0.001920822,0.001406789,0.004008922],"category_scores_gemma":[0.002702204,0.001026666,0.001478514,0.006243779,0.001061738,0.0007674277,0.0009208487,0.002106362,0.0005781689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01843897,"about_ca_system_score_gemma":0.02276355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9759238,"about_ca_topic_score_gemma":0.9779482,"domain_scores_codex":[0.9982859,0.0001159652,0.0001261913,0.0003754095,0.000499886,0.0005965373],"domain_scores_gemma":[0.9952721,0.0002497329,0.001366139,0.0003046586,0.001493398,0.001314052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110451,0.00003990166,0.9983805,0.000009930697,0.00009676367,0.00008222303,0.0001231077,0.00003241063,0.00007390978,0.00005453338,0.0004500381,0.0005462316],"study_design_scores_gemma":[0.00001724731,0.00003361276,0.9985555,0.00001590595,0.00005812086,0.0001181439,0.0004247283,0.0001476956,0.00002867825,0.00002259365,0.0005624279,0.00001534623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901873,0.0007702923,0.00007796298,0.0002905496,0.0000254999,0.00004433098,0.007231063,0.00001150586,0.001361478],"genre_scores_gemma":[0.9947963,0.0004728802,0.0001092755,0.0002367475,0.00002177796,0.00002223423,0.003077713,0.00001031111,0.001252804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02407616,"threshold_uncertainty_score":0.1337847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783819804355346,"score_gpt":0.2634106845124622,"score_spread":0.2255724864689087,"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."}}