{"id":"W2065053489","doi":"10.1016/j.ijcard.2014.11.084","title":"Assessment of Patterns of Patient-Reported Outcomes in Adults with Congenital Heart disease — International Study (APPROACH-IS): Rationale, design, and methods","year":2014,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; University of Alberta; Université de Montréal; University Health Network","funders":"","keywords":"Medicine; Quality of life (healthcare); Anxiety; Scale (ratio); Psychological intervention; Hospital Anxiety and Depression Scale; Clinical psychology; Gerontology; Psychiatry; Nursing","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":[0.0006784179,0.000153214,0.0007025878,0.0003961937,0.00001450523,0.000008134868,0.0001362391,0.00003968007,0.0000209847],"category_scores_gemma":[0.0004360486,0.0001137891,0.0001629541,0.00006612324,0.000124618,0.0001233852,0.00009963317,0.0001680709,1.97766e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007275101,"about_ca_system_score_gemma":0.0002050343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001870126,"about_ca_topic_score_gemma":0.000004254783,"domain_scores_codex":[0.9977205,0.0003805799,0.0008875085,0.0002017222,0.0006961475,0.0001135895],"domain_scores_gemma":[0.9975534,0.0004515654,0.0004358657,0.0001458722,0.001293231,0.0001200579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002341987,0.0005188079,0.9908512,0.00002893509,0.002523633,0.0001449382,0.0004098126,0.0002799591,0.0002473977,0.00009503548,0.00002492505,0.00253336],"study_design_scores_gemma":[0.005288279,0.001355363,0.9902821,0.0001002549,0.0002814092,0.0003642868,0.0009142373,0.0009858412,0.00009795946,0.0001372739,0.0001033757,0.00008965695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762715,0.0001259581,0.02169638,0.000636713,0.000329672,0.00053831,0.00003815399,0.00000424937,0.0003591393],"genre_scores_gemma":[0.9871315,0.0000246763,0.01251402,0.0001523885,0.0001057752,0.00002895268,0.00001245751,0.00001209044,0.00001807342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086014,"threshold_uncertainty_score":0.4640185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438869529792779,"score_gpt":0.3672534233411895,"score_spread":0.3428647280432617,"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."}}