{"id":"W2767093464","doi":"10.1016/j.jamcollsurg.2017.07.841","title":"Transitions in Care from Pediatric to Adult General Surgery: Evaluating an Unmet Need","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Gerontology","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":[0.002898694,0.0001936182,0.0003651832,0.002349205,0.001533448,0.001581157,0.00105327,0.0007145586,0.004412716],"category_scores_gemma":[0.01812924,0.0001839318,0.0006129479,0.002418511,0.0004953154,0.002520957,0.002135504,0.001207105,0.0003292318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003527895,"about_ca_system_score_gemma":0.006474271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678999,"about_ca_topic_score_gemma":0.04670386,"domain_scores_codex":[0.9980384,0.0004899488,0.0003896893,0.0001094854,0.0005519881,0.0004205064],"domain_scores_gemma":[0.9897724,0.001744413,0.002853291,0.0001281642,0.002171475,0.003330307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227798,0.0002000697,0.9675553,0.0001544363,0.00003494601,0.0003207186,0.001805797,0.0001225105,0.00004101491,0.0002649467,0.006581763,0.02279575],"study_design_scores_gemma":[0.00003649568,0.0003941567,0.9639185,0.0003770986,0.00005489351,0.0005675607,0.02901938,0.001331134,0.0001052129,0.0005070092,0.003659302,0.00002933881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975585,0.001050802,0.0002314703,0.01137694,0.0001103067,0.0004045737,0.002205918,0.00002433853,0.009010771],"genre_scores_gemma":[0.9952933,0.0008596356,0.001124467,0.0006682828,0.00005818408,0.0002868357,0.001193001,0.000009692187,0.0005066762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678999,"threshold_uncertainty_score":0.03338456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0821815997643297,"score_gpt":0.4363308545427019,"score_spread":0.3541492547783722,"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."}}