{"id":"W2589094117","doi":"10.1001/jamacardio.2016.5501","title":"Identification of Patients With Stable Chest Pain Deriving Minimal Value From Noninvasive Testing","year":2017,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Chest pain; Internal medicine; Pre- and post-test probability; Logistic regression; Randomized controlled trial; Clinical trial; Coronary artery disease; Cohort study; Cohort; Prospective cohort study; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01197993,0.0007016942,0.0010709,0.0005978352,0.0002995572,0.001003555,0.0005915008,0.0007993074,0.001162241],"category_scores_gemma":[0.03408081,0.0002210755,0.001784952,0.0004007171,0.0005405415,0.0006976823,0.0006862522,0.0007676815,0.0001770673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101929,"about_ca_system_score_gemma":0.0008648715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005834356,"about_ca_topic_score_gemma":0.001304831,"domain_scores_codex":[0.9904016,0.007157417,0.0005969155,0.0006618295,0.0009931069,0.000189094],"domain_scores_gemma":[0.9771667,0.01666198,0.00382964,0.0009296082,0.0007433568,0.000668693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006220401,0.0006035253,0.958082,0.0002903574,0.0009744646,0.0000971491,0.00007705543,0.001504492,0.0005174446,0.0002100379,0.0006870261,0.03073602],"study_design_scores_gemma":[0.004007427,0.01391813,0.934899,0.0003570391,0.002632179,0.0009334187,0.0002427963,0.03789167,0.001545638,0.002242637,0.001256755,0.00007311079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888154,0.001305344,0.007329434,0.0007551195,0.00004313589,0.0004082694,0.0003929838,0.00004149917,0.000908838],"genre_scores_gemma":[0.9957379,0.000113692,0.003505908,0.0001488208,0.00003583593,0.0001146562,0.0002836774,0.000002976386,0.00005647652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197993,"threshold_uncertainty_score":0.06335664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638344460127549,"score_gpt":0.2509469143398546,"score_spread":0.2345634697385791,"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."}}