{"id":"W4379798782","doi":"10.1016/j.cjca.2023.05.002","title":"The Headlines That Didn’t Happen","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006679068,0.00005920234,0.0002477299,0.00007182403,0.0002347048,0.00001885852,0.0001152873,0.00004710122,0.00002384003],"category_scores_gemma":[0.0005369367,0.00003332934,0.0001311284,0.0001304702,0.0001673877,0.00004089137,0.00001356653,0.0002693682,0.00007030654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004775463,"about_ca_system_score_gemma":0.0003946057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977492,"about_ca_topic_score_gemma":0.001219594,"domain_scores_codex":[0.9993096,0.0000875603,0.000160571,0.00005507715,0.0000893524,0.0002978168],"domain_scores_gemma":[0.9988758,0.0004210924,0.00007637822,0.00009277454,0.0001050147,0.0004289667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000218487,0.000001052692,0.1877172,0.00002003005,0.0008887197,0.001820873,0.0001952181,0.0001688991,0.0001493398,0.0008274292,0.7325782,0.0754146],"study_design_scores_gemma":[0.0002917488,0.00009967024,0.08721336,0.00001151035,0.00008188156,0.0007497533,0.0003164152,0.00001303708,0.00002672388,0.0003319272,0.9108314,0.00003258713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3485006,0.02924117,0.0002756348,0.4732386,0.007097225,0.0003700723,0.00002931674,0.00003491202,0.1412125],"genre_scores_gemma":[0.9940515,0.002616449,0.00001228345,0.001109579,0.001486567,0.000001494042,0.00000129075,0.000007040509,0.0007138194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6455509,"threshold_uncertainty_score":0.1805183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189975984302814,"score_gpt":0.3749870479445329,"score_spread":0.2559894495142515,"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."}}