{"id":"W6906325282","doi":"10.17605/osf.io/a2sqg","title":"Characteristics of Canadian physicians and their associations with practice patterns: A scoping review protocol","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); MEDLINE; Health care; Data collection; Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1107773,0.004786986,0.01097827,0.04028039,0.0175026,0.01070686,0.006448026,0.009256151,0.07222821],"category_scores_gemma":[0.2070857,0.008276453,0.01304759,0.03840337,0.006046759,0.005437206,0.006702543,0.005359021,0.009839319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0746249,"about_ca_system_score_gemma":0.368921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5442229,"about_ca_topic_score_gemma":0.7494969,"domain_scores_codex":[0.9180953,0.01555608,0.04094239,0.006066193,0.01353981,0.005800274],"domain_scores_gemma":[0.7858373,0.03947189,0.02346149,0.01106844,0.1341048,0.006056182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008498811,0.001333801,0.02095116,0.5017964,0.005074257,0.001348261,0.02007506,0.002648755,0.001635711,0.01217897,0.3133883,0.1110705],"study_design_scores_gemma":[0.02431101,0.001283705,0.07032288,0.4470109,0.00899334,0.0004282597,0.01092789,0.001703081,0.001844403,0.006601567,0.4251918,0.001381174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002053448,0.003575755,0.001322474,0.001111473,0.0004932412,0.9370932,0.05052571,0.0001098028,0.003714924],"genre_scores_gemma":[0.002679927,0.001261378,0.003837417,0.0004743173,0.00004185756,0.9874468,0.003401912,0.00001775336,0.0008385828],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4557771,"threshold_uncertainty_score":0.9169226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010751597385846,"score_gpt":0.3884758462149481,"score_spread":0.3483683302410897,"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."}}