{"id":"W4309157295","doi":"10.46747/cfp.6811866","title":"Inspired by our collective mission","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003334277,0.001066412,0.0005655045,0.0009242363,0.01506946,0.01300349,0.001606569,0.004400276,0.1436321],"category_scores_gemma":[0.01320774,0.0004120034,0.0008226184,0.0006148234,0.006103862,0.007861808,0.01084894,0.01603336,0.1040426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003748363,"about_ca_system_score_gemma":0.01057846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109847,"about_ca_topic_score_gemma":0.0217291,"domain_scores_codex":[0.9960289,0.001160054,0.00007916157,0.0006182003,0.001186145,0.0009274756],"domain_scores_gemma":[0.9853497,0.0005937682,0.0003890599,0.001076127,0.004131355,0.008459973],"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":[0.000007363773,0.00001402087,0.0001679304,0.00002263212,0.00000434176,0.00006230608,0.001265925,0.00002410591,0.0001110232,0.0161847,0.9711089,0.01102677],"study_design_scores_gemma":[0.000001661525,0.000003946806,0.00008233694,0.00004205484,0.000001486335,0.00008118142,0.001284689,0.00002240507,0.00002896844,0.002992185,0.995452,0.000007084393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002708755,0.00263476,0.008524366,0.4823249,0.06613421,0.0001599796,0.000451308,0.001767386,0.4352944],"genre_scores_gemma":[0.02931274,0.001493084,0.005610915,0.1440479,0.008380883,0.0001570494,0.0004242731,0.001905082,0.808668],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1436321,"threshold_uncertainty_score":0.4804971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089690821142969,"score_gpt":0.4169363351510066,"score_spread":0.3079672530367096,"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."}}