{"id":"W2001463610","doi":"10.1016/j.healthpol.2014.11.013","title":"Reforming private drug coverage in Canada: Inefficient drug benefit design and the barriers to change in unionized settings","year":2014,"lang":"en","type":"article","venue":"Health Policy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Victoria; Université de Montréal","funders":"","keywords":"Drug; Business; Medicine; Pharmacology","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":[0.009594116,0.0001888419,0.0003896579,0.001172207,0.02797133,0.00864377,0.002033954,0.001953312,0.002790896],"category_scores_gemma":[0.02637887,0.0004703839,0.0003661284,0.002095544,0.01254751,0.002317865,0.006334331,0.003367821,0.00009881303],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1790434,"about_ca_system_score_gemma":0.2810254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846107,"about_ca_topic_score_gemma":0.993476,"domain_scores_codex":[0.9797519,0.005898033,0.000503503,0.0008612205,0.005119635,0.007865743],"domain_scores_gemma":[0.9814042,0.007309054,0.002124474,0.0008042866,0.002988575,0.005369415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003832665,0.0005709627,0.2703154,0.0005198184,0.0001376363,0.002168707,0.2321142,0.0044594,0.002616306,0.2024261,0.0181373,0.2661509],"study_design_scores_gemma":[0.0001512281,0.0002644517,0.4230691,0.0008378976,0.0001341078,0.0003612369,0.4059865,0.006569269,0.001509471,0.02142217,0.1395078,0.0001867687],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041956,0.002082272,0.001662838,0.05307119,0.00004517829,0.0002043456,0.00008116394,0.00002766575,0.03862963],"genre_scores_gemma":[0.9949261,0.0004529607,0.0008195503,0.001764486,0.000006759485,0.00001962622,0.00001786889,0.00000529008,0.001987389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8209566,"threshold_uncertainty_score":0.9521933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017418610610145,"score_gpt":0.339525944440939,"score_spread":0.3093517583348375,"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."}}