{"id":"W2914636115","doi":"10.1097/mpg.0000000000002276","title":"2018 AAP Murray Davidson Award","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric gastroenterology; Hepatology; Internal medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002875302,0.001162619,0.0009028444,0.002555652,0.002411626,0.007511146,0.00219889,0.004795399,0.3545847],"category_scores_gemma":[0.01281535,0.0004271718,0.0008919321,0.001205814,0.001038257,0.003383864,0.004617087,0.006099498,0.272395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724434,"about_ca_system_score_gemma":0.0101375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822857,"about_ca_topic_score_gemma":0.005390537,"domain_scores_codex":[0.9962524,0.0002750851,0.0001877224,0.0004858275,0.00226472,0.0005342678],"domain_scores_gemma":[0.9886109,0.0005561851,0.0003400891,0.0003696614,0.005239288,0.004883728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001095468,0.00001597473,0.00008975434,0.00004755701,0.000002243755,0.00007592505,0.00001685106,0.00002401734,0.00003581452,0.002001053,0.9502742,0.04740571],"study_design_scores_gemma":[0.000003530447,0.000007458314,0.0001218459,0.00007809812,0.000001518442,0.0001976074,0.00002338182,0.00002116419,0.00002736789,0.0006767811,0.9988371,0.00000436545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009385428,0.01995044,0.002612753,0.1376061,0.2945602,0.0003343458,0.001961556,0.001056451,0.5409797],"genre_scores_gemma":[0.00558852,0.02444091,0.00177508,0.02296001,0.03406266,0.0002550505,0.00208578,0.0006466951,0.9081854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3545847,"threshold_uncertainty_score":0.9206066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008062481234658,"score_gpt":0.3308735935313585,"score_spread":0.3107929687190119,"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."}}