{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02655796,0.000456394,0.0009199848,0.006062298,0.0009398249,0.003014853,0.001567969,0.001466234,0.008550307],"category_scores_gemma":[0.06607643,0.0004440857,0.001003473,0.007309327,0.0004054072,0.005999357,0.002823183,0.001181308,0.003035926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643764,"about_ca_system_score_gemma":0.006966886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897422,"about_ca_topic_score_gemma":0.007034957,"domain_scores_codex":[0.9871581,0.005606374,0.003940658,0.001396536,0.001398909,0.0004992781],"domain_scores_gemma":[0.8903701,0.0395049,0.01877446,0.02382905,0.02027629,0.007245229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00171541,0.003210948,0.3675399,0.00125422,0.0006167177,0.0004648575,0.0008822607,0.001337823,0.01025142,0.01008948,0.1020228,0.5006143],"study_design_scores_gemma":[0.001538047,0.001959071,0.7506627,0.001407598,0.001546756,0.001129103,0.001283635,0.01094849,0.01760987,0.007387114,0.2042291,0.0002984331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3987876,0.005670254,0.3040971,0.06209901,0.004217478,0.01788168,0.1011143,0.01613431,0.08999825],"genre_scores_gemma":[0.4474769,0.003023519,0.4425673,0.01498448,0.00417178,0.00459882,0.07372623,0.000626523,0.00882444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02655796,"threshold_uncertainty_score":0.1404536,"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."}}