{"id":"W4390543121","doi":"10.1186/s41205-023-00198-4","title":"The utility of three-dimensional modeling and printing in pediatric surgical patient and family education: a systematic review","year":2024,"lang":"en","type":"review","venue":"3D Printing in Medicine","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; BC Children's Hospital; University of British Columbia","funders":"","keywords":"CINAHL; MEDLINE; Medicine; Inclusion (mineral); Medical education; Patient education; Family medicine; Medical physics; Psychological intervention; Nursing; Psychology","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":[0.009726624,0.001311033,0.005517345,0.01212916,0.0007302907,0.002883215,0.002021731,0.002419491,0.003757609],"category_scores_gemma":[0.05312805,0.001035816,0.005384154,0.01388899,0.001136418,0.003671414,0.001695276,0.001151475,0.0003085569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004595032,"about_ca_system_score_gemma":0.01601547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008731168,"about_ca_topic_score_gemma":0.02553436,"domain_scores_codex":[0.9894316,0.003843032,0.003758192,0.0006175684,0.002057282,0.0002922385],"domain_scores_gemma":[0.9430622,0.04513784,0.007402108,0.0005556681,0.003442871,0.0003993155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000868709,0.00001233981,0.0006247857,0.9689617,0.002031381,0.0001150397,0.0004113484,0.00005135957,0.00006416727,0.0001392777,0.0008083791,0.02669325],"study_design_scores_gemma":[0.00007775531,0.0001108745,0.002451692,0.9715312,0.01510172,0.0004115948,0.0005242971,0.00004819505,0.0000955362,0.0001311416,0.009492528,0.00002346674],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001426172,0.9971692,0.000150262,0.000237555,0.00007049885,0.0003013677,0.0002875608,0.000006852282,0.0003506072],"genre_scores_gemma":[0.01748658,0.980341,0.0007811167,0.0004317673,0.00006074849,0.0006496029,0.0001529765,0.000004942109,0.00009123814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01212916,"threshold_uncertainty_score":0.05143994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808806938319214,"score_gpt":0.3054993442765186,"score_spread":0.2774112748933265,"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."}}