{"id":"W4234331646","doi":"10.1016/j.wem.2012.08.011","title":"BMJ Open","year":2012,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0003737545,0.0001015344,0.0002273136,0.00003337439,0.00007679522,0.000006213883,0.00005769731,0.0001051198,0.000870887],"category_scores_gemma":[0.00001243883,0.00006401813,0.00001785037,0.00004634988,0.001082586,0.0001120111,0.0001371693,0.0001366449,0.00002214609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002903198,"about_ca_system_score_gemma":0.000007896824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005964275,"about_ca_topic_score_gemma":9.121179e-7,"domain_scores_codex":[0.9991984,0.00001889229,0.0001748143,0.0001403702,0.0002724916,0.000195075],"domain_scores_gemma":[0.9994363,0.00001996663,0.00004715959,0.0001553545,0.000002401312,0.0003388752],"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":[0.0003374602,0.0008770241,0.2947036,0.0003066954,0.000149931,0.0000386805,0.003686316,5.382515e-7,0.03177246,0.01338479,0.008102505,0.6466399],"study_design_scores_gemma":[0.003240953,0.0003862684,0.8805482,0.0003239902,0.0001348511,0.0003906215,0.001481723,0.0002393476,0.0003886017,0.001140961,0.1115443,0.000180213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674571,0.007037572,0.000901525,0.1026604,0.0008923226,0.001875141,0.0000103321,0.00004932771,0.0191163],"genre_scores_gemma":[0.9947165,0.0004753547,0.0002220859,0.002177894,0.0005907664,0.00002674064,0.0000798775,0.00001330107,0.001697515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6464598,"threshold_uncertainty_score":0.9535602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464163142781889,"score_gpt":0.3429386977299586,"score_spread":0.2982970663021396,"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."}}