{"id":"W4403144261","doi":"10.1016/j.cardfail.2024.09.007","title":"COUNTERPOINT: Abandon or Reassess? Interpreting Treatment Effects in “Negative” Clinical Trials","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Counterpoint; Medicine; Clinical trial; Internal 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07818983,0.0002459064,0.003157468,0.0006085411,0.00005456419,0.0002506501,0.0002052495,0.0002411698,0.0002508411],"category_scores_gemma":[0.0288733,0.0002027189,0.001078656,0.0002650996,0.00005623162,0.0007132697,0.00003167846,0.0005043829,0.0003517075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185731,"about_ca_system_score_gemma":0.0005329504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001463804,"about_ca_topic_score_gemma":0.0000742897,"domain_scores_codex":[0.9870178,0.003164641,0.008950018,0.0003984138,0.0001469023,0.0003221924],"domain_scores_gemma":[0.977367,0.01857728,0.00345371,0.0002856071,0.00009794881,0.0002184918],"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":[0.002282358,0.001104915,0.3480018,0.004649331,0.007231381,0.000618067,0.023217,0.0005589919,0.00007893174,0.05825155,0.5071549,0.0468508],"study_design_scores_gemma":[0.007590061,0.003084533,0.05676673,0.007915257,0.0003298394,0.0002147872,0.005521269,0.007457839,0.0001040466,0.0189649,0.8909823,0.001068416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383553,0.04393313,0.006638394,0.08293023,0.01829124,0.002834545,0.0004873763,0.0001000251,0.006429737],"genre_scores_gemma":[0.9900374,0.001885526,0.003323366,0.001640256,0.002662366,0.00005820188,0.00000597172,0.00005160601,0.0003353362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3838274,"threshold_uncertainty_score":0.9793069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3545581402328487,"score_gpt":0.5273214980597142,"score_spread":0.1727633578268655,"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."}}