{"id":"W4323351304","doi":"10.1093/jcag/gwac036.134","title":"A134 THE PEDIATRIC ENDOSCOPY POCKET GUIDE – DEVELOPMENT OF A NOVEL “IN-THE-MOMENT” ELECTRONIC RESOURCE FOR PEDIATRIC ENDOSCOPY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Subspecialty; Medicine; Pediatric gastroenterology; Competence (human resources); Medical education; Medical physics; Psychology; Surgery; Pathology","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":[0.0018551,0.0007353815,0.0003350954,0.001104434,0.0004852698,0.001197549,0.001533304,0.001112446,0.05255503],"category_scores_gemma":[0.006085858,0.0003628402,0.0006558648,0.0004692146,0.000455087,0.002013863,0.002222041,0.001153155,0.0198008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663921,"about_ca_system_score_gemma":0.001792889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000914795,"about_ca_topic_score_gemma":0.003020277,"domain_scores_codex":[0.9988897,0.0003672094,0.0001028335,0.00009902818,0.0004480172,0.00009323701],"domain_scores_gemma":[0.9969236,0.001027858,0.0001747301,0.0002896205,0.0008539781,0.0007302247],"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":[0.0002106418,0.0005486053,0.002154942,0.0006523771,0.00001678372,0.003129271,0.0009442325,0.001097649,0.007773099,0.003812875,0.4834156,0.496244],"study_design_scores_gemma":[0.00008708627,0.0005644053,0.003476875,0.0004843779,0.00001868607,0.005109931,0.0005401784,0.003619263,0.005725966,0.001425127,0.9788601,0.00008794466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.08436186,0.002305305,0.6083654,0.01765677,0.006719768,0.01028585,0.0072677,0.05584084,0.2071965],"genre_scores_gemma":[0.03525557,0.001180961,0.8659118,0.003177405,0.0004410749,0.002032574,0.003075231,0.001730364,0.08719499],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05255503,"threshold_uncertainty_score":0.1758141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467706473414179,"score_gpt":0.2663521151361384,"score_spread":0.2516750504019967,"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."}}