{"id":"W4366828360","doi":"10.1503/cmaj.1096048","title":"How Canadian hospitals are decreasing carbon emissions","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Aviation; Carbon fibers; Business; Natural resource economics; Medicine; Computer science; Engineering; Economics","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":[0.006443961,0.001017961,0.0006698004,0.002828402,0.01378829,0.01282525,0.003768381,0.007198132,0.02797505],"category_scores_gemma":[0.02177295,0.0006129204,0.001078568,0.005673434,0.006746376,0.00614184,0.004262952,0.00702315,0.003803217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1113084,"about_ca_system_score_gemma":0.3050004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829001,"about_ca_topic_score_gemma":0.9892598,"domain_scores_codex":[0.9862006,0.001672544,0.0003389351,0.00073709,0.006681983,0.004368896],"domain_scores_gemma":[0.9706804,0.001645975,0.0008840188,0.0006611233,0.01593158,0.01019698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008079447,0.00007211975,0.006083346,0.0005550204,0.00008919369,0.0002147276,0.001707438,0.0006647551,0.0003919941,0.04248123,0.8739334,0.07372605],"study_design_scores_gemma":[0.0000461794,0.00003536884,0.01133819,0.0007732691,0.00006284412,0.00007945166,0.003576523,0.0001724263,0.0002578949,0.005618157,0.9779529,0.00008683893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007206148,0.01914012,0.000713177,0.8658243,0.00567996,0.00005042626,0.001362273,0.0002222188,0.09980141],"genre_scores_gemma":[0.300174,0.1022451,0.007033123,0.4847106,0.005377023,0.0001796726,0.003550018,0.00075509,0.09597532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1113084,"threshold_uncertainty_score":0.8076031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311440542718743,"score_gpt":0.2667985218895824,"score_spread":0.2436841164623949,"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."}}