{"id":"W4411998701","doi":"10.2196/70910","title":"Current Status and Challenges of Planetary Health Education: Protocol for a Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Medicine; Computer science; World Wide Web; Alternative 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":[0.09970081,0.005719384,0.01345373,0.02025595,0.004978829,0.008641314,0.004922008,0.008314587,0.07459293],"category_scores_gemma":[0.1007946,0.004753413,0.0172414,0.01675411,0.005198852,0.009751389,0.007521647,0.007285183,0.01372313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347441,"about_ca_system_score_gemma":0.06943614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149238,"about_ca_topic_score_gemma":0.007894371,"domain_scores_codex":[0.952387,0.01681614,0.02013594,0.003085526,0.005398962,0.002176359],"domain_scores_gemma":[0.9263352,0.02572782,0.01519976,0.006185345,0.02347181,0.003080101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005599065,0.0004886118,0.0009384005,0.8359739,0.001743084,0.00101169,0.003486376,0.001510712,0.002732488,0.007455794,0.05821824,0.08084166],"study_design_scores_gemma":[0.01199585,0.001602606,0.004968238,0.6320625,0.00401527,0.0007566734,0.003725512,0.001108446,0.002272334,0.01174797,0.3252635,0.0004811078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003163957,0.00196418,0.001766419,0.0005593582,0.0003684268,0.9904431,0.003807018,0.00008785865,0.0006871516],"genre_scores_gemma":[0.0002845862,0.001371995,0.003588476,0.0002087419,0.00003628844,0.9935533,0.0006432473,0.00000958714,0.0003037722],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09970081,"threshold_uncertainty_score":0.5272746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7935798523604997,"score_gpt":0.713160303790351,"score_spread":0.08041954857014866,"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."}}