{"id":"W4365795715","doi":"10.2196/45276","title":"Web-Based Knowledge Translation Tool About Pediatric Acute Gastroenteritis for Parents: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Children's Hospital Foundation; Stollery Children’s Hospital Foundation","keywords":"Medicine; Emergency department; Randomized controlled trial; Intervention (counseling); Health care; Family medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003680701,0.001456835,0.003263394,0.0006827299,0.000926564,0.001358334,0.001306289,0.002853166,0.01120538],"category_scores_gemma":[0.008049707,0.0007521943,0.002405382,0.0008319871,0.001120058,0.001636675,0.0008789607,0.003234878,0.0008604688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545809,"about_ca_system_score_gemma":0.002509344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828944,"about_ca_topic_score_gemma":0.003970489,"domain_scores_codex":[0.9975513,0.001446603,0.0002565998,0.0003031707,0.0001969503,0.0002453714],"domain_scores_gemma":[0.9960788,0.00192203,0.0008631073,0.0001990971,0.0002662129,0.0006707081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9086109,0.05695317,0.001003739,0.003824267,0.001855222,0.00008433808,0.0002320177,0.0002610798,0.0004627999,0.00013432,0.001005056,0.02557302],"study_design_scores_gemma":[0.9291784,0.06712342,0.001823403,0.0002421421,0.0007285821,0.00001198596,0.00006936073,0.0002782368,0.0001183072,0.00009267499,0.0003211529,0.00001224824],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525405,0.004046239,0.0009356184,0.00121846,0.001004301,0.03596644,0.001657069,0.0001942274,0.002437148],"genre_scores_gemma":[0.9140495,0.003292066,0.005345252,0.001370272,0.0006330882,0.07240793,0.0007213751,0.00001934532,0.002161226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120538,"threshold_uncertainty_score":0.03748572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047446670777516,"score_gpt":0.4474756426710166,"score_spread":0.342730975593265,"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."}}