{"id":"W2889369542","doi":"10.1136/bmjopen-2018-023605","title":"Health Canada’s use of expedited review pathways and therapeutic innovation, 1995–2016: cross-sectional analysis","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Notice; Family medicine; Alternative medicine; Pharmacology; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02041507,0.0003814073,0.0007433773,0.008518727,0.002008827,0.004079936,0.003137982,0.001047759,0.002998778],"category_scores_gemma":[0.08371001,0.0007185305,0.001283071,0.01573761,0.001427641,0.001608693,0.002448482,0.00172506,0.000358725],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04944333,"about_ca_system_score_gemma":0.09973773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605498,"about_ca_topic_score_gemma":0.9504825,"domain_scores_codex":[0.9606315,0.004482116,0.005763439,0.004246299,0.02153053,0.003346038],"domain_scores_gemma":[0.7671713,0.03386436,0.10167,0.006472628,0.07823206,0.01258961],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631501,0.00005457886,0.9804533,0.0004647074,0.0002828369,0.00006128963,0.0008174207,0.0003339366,0.00007575963,0.0002958208,0.005996179,0.01100105],"study_design_scores_gemma":[0.00001767079,0.00004117556,0.9933999,0.0001557795,0.00007301226,0.0000692952,0.0006082491,0.0002924973,0.0001039502,0.00002224397,0.005192734,0.00002350355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748019,0.01214422,0.001315682,0.006642016,0.0001558626,0.0009374443,0.08120468,0.0001696812,0.02262835],"genre_scores_gemma":[0.9822893,0.002552172,0.001161988,0.0008591475,0.00007023519,0.0002284256,0.01004149,0.0000282841,0.002769054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9795849,"threshold_uncertainty_score":0.3587381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6806357789390209,"score_gpt":0.5418944102163515,"score_spread":0.1387413687226694,"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."}}