{"id":"W4405357968","doi":"10.4300/jgme-d-24-00065.1","title":"Adapting the Planetary Health Report Card for Graduate Medical Training Programs","year":2024,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Graduate medical education; Curriculum; Sustainability; Delphi method; Psychology; Family medicine; Medicine; Accreditation; Computer science; Pedagogy","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":[0.00723252,0.0001378184,0.0002904421,0.00006888328,0.0002348978,0.00007117225,0.0002974182,0.0001003839,0.000374272],"category_scores_gemma":[0.002254095,0.00008306891,0.0001351145,0.0002654769,0.0001752224,0.0001945971,0.00004550963,0.0007303049,0.00002853892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856425,"about_ca_system_score_gemma":0.002303954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713438,"about_ca_topic_score_gemma":0.0002684444,"domain_scores_codex":[0.9963211,0.0001404411,0.0009415204,0.0002051423,0.001931233,0.000460589],"domain_scores_gemma":[0.9980745,0.0003400752,0.0004080162,0.0001482069,0.00004465986,0.0009845401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000233774,0.0001246255,0.0008095398,0.0001494797,0.00002123395,0.0001295707,0.008748991,0.000004813739,0.000004601476,0.00005841356,0.1560256,0.8338997],"study_design_scores_gemma":[0.002233262,0.004653538,0.0548905,0.01232661,0.0003635099,0.0432134,0.03810832,0.0367141,0.00003992562,0.02171111,0.7847238,0.001021965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4712914,0.002161146,0.001217373,0.5183443,0.005666268,0.0006482915,0.000004936877,0.00005182707,0.0006145199],"genre_scores_gemma":[0.984576,0.001650078,0.001255093,0.008835428,0.003304554,0.00004145619,0.00009309814,0.00003262582,0.0002116704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8328778,"threshold_uncertainty_score":0.4098016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2740459950552911,"score_gpt":0.4325554653932386,"score_spread":0.1585094703379475,"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."}}