{"id":"W1990831008","doi":"10.1002/art.21709","title":"Approval process and access to prescription drugs in Canada","year":2006,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthritis Research Centre of Canada; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medical prescription; Process (computing); Medicine; MEDLINE; Business; Family medicine; Pharmacology; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004397829,0.00009373536,0.0002163124,0.0002958594,0.0001029941,0.0002116181,0.0002655827,0.00004644975,0.0001160415],"category_scores_gemma":[0.00005054905,0.0001226444,0.00002067534,0.0003614692,0.00005008186,0.0002795927,0.0001580198,0.0002576917,0.0000753322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060234,"about_ca_system_score_gemma":0.000287583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.871929,"about_ca_topic_score_gemma":0.9034593,"domain_scores_codex":[0.9986087,0.00002579572,0.000360253,0.0004031277,0.00007379309,0.0005283462],"domain_scores_gemma":[0.9995042,0.00005070451,0.00003775206,0.0001722827,0.00006735166,0.0001676853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006745882,0.00008196205,0.7848185,0.0002187658,0.00001321833,0.00003901347,0.003212119,0.0006953639,0.00004262995,0.09925448,0.01516332,0.09639318],"study_design_scores_gemma":[0.002945449,0.000121596,0.6284932,0.0001264836,0.000001398714,0.00001128014,0.002798242,0.003413267,0.001109683,0.07997598,0.2801882,0.0008152636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497849,0.004881817,0.000007304734,0.002171711,0.0001131337,0.0003870484,0.0001734441,0.000008474078,0.04247221],"genre_scores_gemma":[0.9985998,0.0004592923,0.00002152669,0.0005273301,0.0001341525,0.0001198947,0.00001575058,0.0000172369,0.0001050573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2650249,"threshold_uncertainty_score":0.5001292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06717020037170766,"score_gpt":0.3467901967328571,"score_spread":0.2796199963611494,"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."}}