{"id":"W2606765736","doi":"","title":"Scotiabank and CFPC: time for a frank talk.","year":2017,"lang":"fr","type":"letter","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SaskTel (Canada); Saskatoon Medical Imaging; Regina Qu'Appelle Health Region","funders":"","keywords":"Association (psychology); Computer science; Data science; 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":[0.002002549,0.0006437451,0.0007077668,0.0007143006,0.008083627,0.002885999,0.001597462,0.03597801,0.0308889],"category_scores_gemma":[0.0142737,0.0005780937,0.0007622024,0.0005581615,0.002755561,0.00412892,0.002176228,0.04142853,0.01339937],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007915109,"about_ca_system_score_gemma":0.01000862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0832964,"about_ca_topic_score_gemma":0.154414,"domain_scores_codex":[0.9981706,0.0003103282,0.0001397435,0.0002197862,0.0005738139,0.0005857768],"domain_scores_gemma":[0.9925997,0.001930631,0.0003086801,0.0001927998,0.001453819,0.003514392],"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":[0.00001862458,0.00001555348,0.0002664003,0.00001246621,0.000002491148,0.000796142,0.00009805096,0.000008074251,0.00004961598,0.0004858436,0.9953865,0.00286032],"study_design_scores_gemma":[0.0001117507,0.0000582692,0.003062608,0.0003742331,0.00001276275,0.001970181,0.001880975,0.0001775438,0.00009582975,0.003152069,0.989038,0.00006565819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002317438,0.0008202572,0.00002289721,0.9882541,0.007693975,0.00001050895,0.00003588487,0.0000215256,0.002909039],"genre_scores_gemma":[0.003578837,0.0008129439,0.00009905227,0.9657172,0.0104377,0.00003904105,0.00004003257,0.00002567524,0.01924949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9920849,"threshold_uncertainty_score":0.1656231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05820925458579129,"score_gpt":0.3551764301097777,"score_spread":0.2969671755239864,"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."}}