{"id":"W3187919852","doi":"10.46747/cfp.6708562_1","title":"Time to celebrate, not condemn","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family doctors; Family medicine; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003802772,0.0006228936,0.0008654411,0.0005948665,0.0164375,0.005180074,0.001962064,0.03181072,0.0210968],"category_scores_gemma":[0.02662504,0.0005151483,0.0007029537,0.0004612489,0.006189446,0.005090538,0.002747051,0.04322957,0.01487285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009302218,"about_ca_system_score_gemma":0.01877615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1769394,"about_ca_topic_score_gemma":0.3097229,"domain_scores_codex":[0.9958159,0.0007659831,0.0002105275,0.0004178889,0.001611578,0.001178147],"domain_scores_gemma":[0.9831081,0.002129696,0.0006430937,0.0003996843,0.004724628,0.008994827],"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":[0.000008372965,0.0000121132,0.0003087441,0.00001215731,0.000003747025,0.0004575355,0.000352521,0.000007146146,0.00007020707,0.001266702,0.9946838,0.002816983],"study_design_scores_gemma":[0.00001306357,0.00001596534,0.0008537624,0.0001450879,0.000005756189,0.0005989393,0.002856715,0.00006085378,0.0000654285,0.001838723,0.9935164,0.00002931187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003696254,0.0007869637,0.00006837334,0.9680822,0.01734229,0.00001486818,0.00002802354,0.00003999971,0.01326751],"genre_scores_gemma":[0.003981189,0.0004331042,0.0001423873,0.9433358,0.005582085,0.0000234867,0.00001425796,0.00003779618,0.04644992],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1769394,"threshold_uncertainty_score":0.3518189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249775491494015,"score_gpt":0.3360092606030937,"score_spread":0.2835115056881536,"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."}}