{"id":"W2271223244","doi":"10.1056/jc200603160000005","title":"Use of Cardiac Tests and Procedures: U.S. and Canada","year":2006,"lang":"en","type":"article","venue":"Journal watch","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care 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":[0.0001959164,0.00005463397,0.0001769818,0.00004591615,0.00006836436,0.0000430652,0.00003397439,0.00002656521,0.000008475525],"category_scores_gemma":[0.00007126876,0.00005425481,0.00001895189,0.00004493691,0.0000168647,0.0001079933,0.00002279905,0.00008158642,0.000001222757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007000997,"about_ca_system_score_gemma":0.00007401143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7532409,"about_ca_topic_score_gemma":0.4301847,"domain_scores_codex":[0.9994323,0.000007243541,0.0003011284,0.00009178399,0.00002668511,0.0001408274],"domain_scores_gemma":[0.9996556,0.00003256433,0.0001537837,0.00006377439,0.00002133726,0.0000729069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001125215,0.00003891817,0.7689232,0.0002732284,0.00006167113,0.00001432088,0.0002686442,0.00004623305,0.00003317323,0.06545106,0.1617544,0.003123905],"study_design_scores_gemma":[0.0001135876,0.00002827482,0.3197855,0.00002129482,0.00000432814,0.00001838057,0.00003379324,0.00003768023,0.0000327145,0.009146519,0.6706848,0.00009311808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722532,0.002474644,0.00001745878,0.02335112,0.0001799187,0.00008599628,0.00006250865,0.000003263209,0.001571875],"genre_scores_gemma":[0.9946913,0.003244032,0.0002903608,0.0003576101,0.0001240136,0.000001783342,0.000001023245,0.000006329767,0.001283602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089304,"threshold_uncertainty_score":0.580213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275047073835315,"score_gpt":0.2303796304106104,"score_spread":0.1976291596722572,"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."}}