{"id":"W4400914580","doi":"10.51644/oehx1488","title":"Health for All: A Doctor’s Prescription for a Healthier Canada","year":2024,"lang":"en","type":"article","venue":"Consensus","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical prescription; Family medicine; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338691,0.0001411878,0.0002794052,0.0001007055,0.0008501015,0.00002220009,0.00009594436,0.0001396129,0.00007842717],"category_scores_gemma":[0.0006110612,0.0001284807,0.0000636203,0.0001607788,0.00002760337,0.00003962425,0.00002134472,0.0003030549,0.0000299329],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657698,"about_ca_system_score_gemma":0.02270523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7391403,"about_ca_topic_score_gemma":0.7105404,"domain_scores_codex":[0.9975573,0.0002244228,0.0006755233,0.0003183463,0.0001512879,0.001073087],"domain_scores_gemma":[0.9971881,0.001728466,0.0001302933,0.0002497672,0.0002397724,0.0004636185],"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":[0.00004845703,0.00001323866,0.00009424447,0.003109261,0.00002008039,4.298663e-7,0.002676169,0.000001565971,0.00000872394,0.03524913,0.9489014,0.009877307],"study_design_scores_gemma":[0.0004648256,0.0001162861,0.0008328231,0.0002467921,0.00001092723,0.00000335579,0.00143559,0.002618233,0.000001336272,0.001682876,0.9924732,0.0001137628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03382181,0.005669528,0.002808349,0.9147047,0.0281726,0.008779733,0.001765963,0.0004156754,0.003861634],"genre_scores_gemma":[0.5031528,0.0008070648,0.009678587,0.3284678,0.01540168,0.01462546,0.001617106,0.0003250441,0.1259245],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.586237,"threshold_uncertainty_score":0.9828351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192342458833514,"score_gpt":0.5007242531954096,"score_spread":0.3814900073120582,"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."}}