{"id":"W1781987414","doi":"10.1111/pme.12645","title":"Pain Medicine—A New Credential in Canada","year":2014,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of Ottawa; Western University","funders":"","keywords":"Subspecialty; Medicine; Accreditation; Specialty; Pain medicine; Curriculum; Certification; Credential; Medical education; Family medicine; Graduate medical education; Anesthesiology; Management; Psychology","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":[0.003661401,0.0003502904,0.0002868106,0.001694539,0.01105335,0.005632436,0.001692422,0.003824511,0.0183047],"category_scores_gemma":[0.005365476,0.0004349339,0.0004773319,0.001396666,0.004102933,0.001522825,0.004247033,0.004425875,0.001857826],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0650236,"about_ca_system_score_gemma":0.3997856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9052573,"about_ca_topic_score_gemma":0.9829622,"domain_scores_codex":[0.9944912,0.0003327421,0.0001404312,0.0002891746,0.002729535,0.002016873],"domain_scores_gemma":[0.9655214,0.0006730609,0.0003824049,0.0002924137,0.00645297,0.02667783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001600772,0.000596986,0.02135912,0.0003528922,0.00001289182,0.001764353,0.002446837,0.0006379731,0.002488184,0.0349678,0.6912897,0.2439232],"study_design_scores_gemma":[0.00007348518,0.0001842914,0.05871778,0.0003776588,0.00000831258,0.0004309423,0.001913504,0.000519121,0.0004464297,0.001835797,0.9354385,0.00005418437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1092551,0.01318502,0.003684784,0.4855884,0.02864943,0.001251944,0.001666888,0.0006832377,0.3560352],"genre_scores_gemma":[0.4602175,0.01045222,0.01433811,0.1053148,0.004866094,0.0003058573,0.001459341,0.0001748469,0.4028711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9349764,"threshold_uncertainty_score":0.4717814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215475425624776,"score_gpt":0.2440570194808595,"score_spread":0.2319022652246117,"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."}}