{"id":"W1664487476","doi":"10.1590/s0042-96862003000300016","title":"Environmental change, chimate and health—issues and research methods.","year":2003,"lang":"en","type":"article","venue":"PubMed Central","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Environmental health; Public health; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309559,0.00007858731,0.0001572508,0.00008708492,0.0001361242,0.000009257543,0.00002868246,0.0006352118,0.00004788111],"category_scores_gemma":[0.00006183109,0.00006266944,0.00001631644,0.00008045244,0.0002858987,0.00003934137,0.00003721382,0.001207248,0.000004617342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005666387,"about_ca_system_score_gemma":0.00002101895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003306883,"about_ca_topic_score_gemma":0.000003062284,"domain_scores_codex":[0.9985686,0.000144383,0.0001065153,0.0002109,0.0001068256,0.0008627935],"domain_scores_gemma":[0.9994928,0.00002569842,0.00001989864,0.000123843,0.000003426129,0.000334393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001251463,0.0003237165,0.4125795,0.0002220442,0.0001946666,0.00008949897,0.003331391,6.872184e-8,0.001589185,0.02347353,0.003369418,0.5547019],"study_design_scores_gemma":[0.0007969401,0.0001337857,0.8948666,0.00002438122,0.00001828032,0.0002570884,0.0003445531,0.00001838776,0.00924745,0.0006168815,0.09359381,0.00008177519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.789654,0.07420947,0.0001051635,0.1317128,0.0004573778,0.001339175,0.000006771762,0.0001049316,0.002410283],"genre_scores_gemma":[0.9578328,0.03452144,0.005592631,0.001202736,0.0001121157,0.00007052963,0.000005399052,0.0000133447,0.0006489679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5546201,"threshold_uncertainty_score":0.524496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09306705089836723,"score_gpt":0.3930193686073731,"score_spread":0.2999523177090059,"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."}}