{"id":"W2407879756","doi":"10.1016/s0849-5831(16)31423-9","title":"Ch-Ch-Changes","year":2000,"lang":"fr","type":"article","venue":"Journal SOGC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001340566,0.0004294995,0.0004873595,0.0002588841,0.0006322064,0.0005493501,0.0005130793,0.0003377889,0.1319114],"category_scores_gemma":[0.0001201749,0.0004202546,0.0003453848,0.0006115267,0.0002903415,0.0006586018,0.00005393323,0.001625148,0.174043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007630562,"about_ca_system_score_gemma":0.000234731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415811,"about_ca_topic_score_gemma":0.0002339659,"domain_scores_codex":[0.9964188,0.0004515976,0.000585152,0.0003255499,0.0009294499,0.001289482],"domain_scores_gemma":[0.9980043,0.0001032587,0.0003708534,0.0003978299,0.0002087092,0.0009150785],"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":[0.0001872624,0.0004474178,0.0006822643,0.0000389496,0.0002629391,0.001531404,0.001375722,0.0004304876,0.003014658,0.0004204829,0.4789928,0.5126156],"study_design_scores_gemma":[0.001154575,0.0003487928,0.006063256,0.0004424117,0.0002225441,0.006874017,0.0001907313,0.0003711128,0.0008882069,0.003146532,0.9798062,0.0004915891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4978797,0.1305667,0.00005620423,0.09854403,0.008626926,0.0003866554,0.0002651281,0.0002349314,0.2634397],"genre_scores_gemma":[0.1568379,0.03966682,0.002574838,0.003383585,0.02310906,0.0000100048,0.00001059075,0.0005610129,0.7738461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5121241,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982816225130978,"score_gpt":0.2826226521943612,"score_spread":0.2527944899430514,"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."}}