{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01684397,0.0007269903,0.0007875106,0.001427872,0.009349223,0.01164213,0.001695716,0.01455066,0.04583636],"category_scores_gemma":[0.1007114,0.000556381,0.001216799,0.001376525,0.008125743,0.01039501,0.002955897,0.03034317,0.0164568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054507,"about_ca_system_score_gemma":0.01447547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03546594,"about_ca_topic_score_gemma":0.03793485,"domain_scores_codex":[0.9805673,0.005767055,0.0008673432,0.002039691,0.007628276,0.003130284],"domain_scores_gemma":[0.9197497,0.01275092,0.004674746,0.004908274,0.03701926,0.02089708],"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":[0.00006221274,0.0000573317,0.001756096,0.00007808139,0.00003600804,0.0004850341,0.001881643,0.00003308672,0.0001591847,0.0186597,0.9632732,0.0135184],"study_design_scores_gemma":[0.00005690301,0.00004793889,0.001448626,0.0003001354,0.00003057512,0.0002987034,0.004840454,0.00006056733,0.0002312341,0.007650706,0.9849725,0.0000617217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002507666,0.001962665,0.000638777,0.906161,0.05901538,0.00003374921,0.0002400141,0.0001782334,0.02926257],"genre_scores_gemma":[0.04194822,0.001684015,0.0008680681,0.855656,0.01938439,0.00008160179,0.0002032986,0.0005277526,0.07964663],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04583636,"threshold_uncertainty_score":0.1533379,"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."}}