{"id":"W3125818048","doi":"10.46747/cfp.670170","title":"Renforcer notre discipline","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Library science; Philosophy; Computer science","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":[0.01334086,0.001043307,0.0008044066,0.002190949,0.01893416,0.01567667,0.003126043,0.01036211,0.1187251],"category_scores_gemma":[0.03161557,0.0006495781,0.001633564,0.00178821,0.009511676,0.01097519,0.01810498,0.02298182,0.05429328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02567616,"about_ca_system_score_gemma":0.110686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1473023,"about_ca_topic_score_gemma":0.26619,"domain_scores_codex":[0.9794325,0.005204281,0.0003998617,0.001689169,0.008498247,0.004776008],"domain_scores_gemma":[0.9481829,0.002293632,0.001310147,0.002448667,0.01467682,0.03108783],"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":[0.00002091605,0.00006106193,0.0009042922,0.00009295618,0.00001168692,0.0002306492,0.00344627,0.00007080849,0.0003580365,0.04935075,0.8986248,0.04682758],"study_design_scores_gemma":[0.000005689728,0.000009157644,0.000285998,0.0001238832,0.000003101351,0.0001052349,0.001807997,0.00002608148,0.00005222252,0.004607771,0.9929611,0.00001186199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00261388,0.004699814,0.006194645,0.695713,0.0486201,0.0001751178,0.0002060659,0.0007994196,0.2409779],"genre_scores_gemma":[0.05138586,0.007796116,0.01500295,0.2972476,0.01668258,0.0002828195,0.0004597079,0.001242168,0.6099002],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1473023,"threshold_uncertainty_score":0.397175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496442332299919,"score_gpt":0.3709933675029942,"score_spread":0.3213491342730023,"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."}}