{"id":"W2589858136","doi":"10.1503/cmaj.050521","title":"Physicians and advocacy","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Academic Research and Education Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web; Medicine","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":[0.01792575,0.0005892526,0.0005587158,0.001597374,0.01631727,0.0102405,0.001390307,0.02618109,0.0416342],"category_scores_gemma":[0.04004646,0.0003785827,0.0004888456,0.001250464,0.02089235,0.008539464,0.00954467,0.01989226,0.005897911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079268,"about_ca_system_score_gemma":0.02066578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534571,"about_ca_topic_score_gemma":0.01707791,"domain_scores_codex":[0.9816429,0.009072634,0.0004695652,0.001241997,0.004466779,0.003106032],"domain_scores_gemma":[0.9772503,0.009816295,0.00140239,0.0007287877,0.003340594,0.007461692],"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":[0.00002360184,0.00005555254,0.0008648497,0.0001014668,0.000008939421,0.0003118233,0.009378039,0.00002975891,0.0001082178,0.2930698,0.6728325,0.0232155],"study_design_scores_gemma":[0.00001806371,0.00001193286,0.0003098088,0.0002820298,0.000003097432,0.0001771352,0.002982554,0.00002621595,0.00003986198,0.02903926,0.9671027,0.000007374352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008884111,0.006850694,0.0002761097,0.8966724,0.005862476,0.00001863045,0.00001717054,0.00001425343,0.08939987],"genre_scores_gemma":[0.1033569,0.007929233,0.0007813466,0.7841002,0.01042239,0.0001122759,0.00003337253,0.00005053558,0.09321383],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9846543,"threshold_uncertainty_score":0.1392803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007525787264106507,"score_gpt":0.2648931625532115,"score_spread":0.257367375289105,"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."}}