{"id":"W2151988020","doi":"10.1016/s0735-1097(12)60787-6","title":"A SPECIFIC HEALTH INFORMATION SYSTEM FOR ADULT CONGENITAL HEART DISEASE INTEGRATED WITH ELECTRONIC HEALTH RECORDS CAN FACILITATE MULTICENTER RESEARCH","year":2012,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Electronic health record; Heart disease; Health records; Disease; Multicenter study; Medical emergency; Intensive care medicine; Pediatrics; Internal medicine; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.002210487,0.0001296991,0.0008581513,0.0003531002,0.0001857083,0.000003136506,0.000167424,0.00005277809,8.081075e-7],"category_scores_gemma":[0.0004325559,0.00007962982,0.0001794103,0.0005367242,0.0004025621,0.0001163805,0.00003233918,0.0007248576,0.000001692475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120843,"about_ca_system_score_gemma":0.002173807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303582,"about_ca_topic_score_gemma":0.00003274278,"domain_scores_codex":[0.9972253,0.0008634446,0.0007665519,0.00009939154,0.0003488732,0.0006964783],"domain_scores_gemma":[0.9968755,0.0002487141,0.0008193574,0.0003035209,0.001400439,0.0003524201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02753851,0.0001668003,0.921582,0.001512595,0.0009420441,0.00002496219,0.002325209,0.00008681516,0.0001800467,0.001549954,0.03112232,0.01296875],"study_design_scores_gemma":[0.0162563,0.05901702,0.5540261,0.003690453,0.0003518487,0.00599537,0.1016593,0.0003353992,0.001065662,0.0001072965,0.2568504,0.0006448274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750275,0.0008484891,0.001100297,0.02088773,0.0006305416,0.001156386,0.0002929233,0.00002002551,0.00003611997],"genre_scores_gemma":[0.9979658,0.0001793554,0.0008077237,0.0006641903,0.0003025912,0.00003243153,0.00000921207,0.00001288775,0.0000258129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3675559,"threshold_uncertainty_score":0.3856241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454023139520228,"score_gpt":0.3395569539599845,"score_spread":0.2950167225647822,"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."}}