{"id":"W2033301400","doi":"10.1159/000120684","title":"The Use of Hypermedia for Parent Education in Pediatric Neurosurgery","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Neurosurgery; Pediatric neurosurgery; Hypermedia; Medical physics; Medical education; Pediatrics; Surgery; Multimedia","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":[0.001783537,0.0001968426,0.0001035686,0.001464495,0.0007061845,0.001843652,0.0004734836,0.0006762529,0.008429534],"category_scores_gemma":[0.01318558,0.0001761346,0.0002252492,0.0006860446,0.0003555603,0.001946015,0.0008494803,0.0006288721,0.0007804247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004573567,"about_ca_system_score_gemma":0.001385073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192532,"about_ca_topic_score_gemma":0.004110197,"domain_scores_codex":[0.9988996,0.0007698752,0.00004947892,0.00004113997,0.0001619915,0.00007789383],"domain_scores_gemma":[0.982726,0.01418881,0.0009317856,0.0004623284,0.0008308249,0.0008602766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004191524,0.00154742,0.1010078,0.0005065465,0.00004327141,0.002663139,0.0120949,0.0006070862,0.003616431,0.003130912,0.01118158,0.8631818],"study_design_scores_gemma":[0.0003509825,0.005497528,0.5329894,0.007661667,0.0007948246,0.03732133,0.06080656,0.01182965,0.03362191,0.01300972,0.2958313,0.0002851133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8424872,0.007777125,0.01286419,0.006685166,0.0003039553,0.0001529784,0.0003037021,0.0007732132,0.1286526],"genre_scores_gemma":[0.9691865,0.007061981,0.01712865,0.0006413716,0.0002500646,0.0000986095,0.0001224708,0.00009828794,0.005412081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008429534,"threshold_uncertainty_score":0.02819955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976044057046632,"score_gpt":0.3985800510187968,"score_spread":0.2009756453141336,"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."}}