{"id":"W4366331254","doi":"10.46747/cfp.6904230","title":"Family doctors well suited to being climate leaders","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Climate change; Climate science; Environmental ethics; Political science; History; Data science; Public relations; Geography; Psychology; Computer science; Ecology; Biology","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":[0.003662756,0.0004530747,0.0006218283,0.0008224839,0.01658682,0.003319765,0.001002793,0.008295226,0.05556409],"category_scores_gemma":[0.02712229,0.0005460544,0.0005523581,0.0006093816,0.004528679,0.003957796,0.003382483,0.01019025,0.009804015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004489516,"about_ca_system_score_gemma":0.02100518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04133918,"about_ca_topic_score_gemma":0.1191321,"domain_scores_codex":[0.9955726,0.001194569,0.0001120065,0.0003736939,0.001089802,0.001657246],"domain_scores_gemma":[0.960425,0.002228229,0.001322394,0.0006240405,0.00738834,0.02801206],"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":[0.00005237327,0.0001399412,0.003946404,0.000124785,0.00002553248,0.002876979,0.005023727,0.00006600402,0.0006079779,0.003691728,0.9603,0.02314466],"study_design_scores_gemma":[0.00008109261,0.0001191129,0.007615706,0.0006408659,0.00001921396,0.002784846,0.01401442,0.00004578929,0.0001381961,0.004705022,0.9697773,0.00005848724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007330071,0.00681213,0.0007910368,0.9115644,0.02234262,0.00009735139,0.0001301232,0.0001428313,0.05078955],"genre_scores_gemma":[0.1089009,0.01184122,0.003962747,0.7485878,0.01193669,0.0002057707,0.0002294399,0.0001580308,0.1141775],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05556409,"threshold_uncertainty_score":0.1858804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106845231406776,"score_gpt":0.2907455598371793,"score_spread":0.2296771075231115,"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."}}