{"id":"W2997804697","doi":"10.1097/mpg.0000000000002606","title":"2019 Harry Shwachman Award","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Pediatric gastroenterology; Scholarship; Family medicine; Hepatology; Medical school; Internal medicine; Gerontology; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003288771,0.0008930286,0.0008175981,0.001801176,0.001941777,0.004422739,0.001330498,0.003808098,0.2369315],"category_scores_gemma":[0.01146911,0.0003544992,0.0007188058,0.0006687224,0.000883867,0.002207629,0.0038576,0.00509763,0.1470116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271956,"about_ca_system_score_gemma":0.009987911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795162,"about_ca_topic_score_gemma":0.01017782,"domain_scores_codex":[0.9965758,0.0003368319,0.0001456769,0.0004218793,0.001861407,0.0006584491],"domain_scores_gemma":[0.9900414,0.0004058542,0.000217707,0.0003099846,0.003607075,0.005417882],"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":[0.00001489606,0.00001540397,0.0001300421,0.00001708735,0.000002742635,0.00006565547,0.0000128368,0.00001716234,0.00003836006,0.002000276,0.9698108,0.02787475],"study_design_scores_gemma":[0.00001044014,0.00002249565,0.0003441,0.00006369643,0.000002621282,0.0002375249,0.00003596237,0.00004613197,0.00004525493,0.0009531545,0.9982314,0.000007277889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0017144,0.01324205,0.002337281,0.2599244,0.3215577,0.0003039275,0.00159863,0.0007279878,0.3985936],"genre_scores_gemma":[0.008057921,0.009836378,0.001296062,0.04145819,0.02769167,0.0001646352,0.001334608,0.0003131487,0.9098474],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2369315,"threshold_uncertainty_score":0.7926148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254876617091465,"score_gpt":0.3475036546384503,"score_spread":0.3249548884675356,"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."}}