{"id":"W4387230357","doi":"10.3390/children10101634","title":"Can ChatGPT Guide Parents on Tympanostomy Tube Insertion?","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Tympanostomy tube; Medicine; Tube (container); Surgery; Engineering; Waste management; Otitis","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":[0.01448808,0.000326052,0.0003536752,0.0008288168,0.0006852128,0.001148256,0.0006399473,0.001268869,0.005975762],"category_scores_gemma":[0.1150908,0.0002152378,0.0004166648,0.0004372577,0.000735109,0.001859421,0.001569603,0.001534599,0.001871667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146407,"about_ca_system_score_gemma":0.003196738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067497,"about_ca_topic_score_gemma":0.00349345,"domain_scores_codex":[0.9902235,0.007516594,0.0006635661,0.0003264437,0.0008591943,0.0004107259],"domain_scores_gemma":[0.9141086,0.06947096,0.006870445,0.001690593,0.005554801,0.002304711],"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":[0.0006842335,0.0006474653,0.3115418,0.003021432,0.00006794064,0.003069313,0.1325264,0.0006094933,0.003328938,0.001854281,0.07137407,0.4712746],"study_design_scores_gemma":[0.0003095142,0.003880785,0.39247,0.01700789,0.0004784894,0.01229819,0.2492416,0.007841876,0.01073665,0.009064347,0.2961659,0.0005049056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8642787,0.005905599,0.02816386,0.05696799,0.001329522,0.001680679,0.002010908,0.001049637,0.03861321],"genre_scores_gemma":[0.9546021,0.004475783,0.02976815,0.006878518,0.0002579852,0.001260704,0.0004833622,0.00007489406,0.002198443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448808,"threshold_uncertainty_score":0.07662123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09336824736249494,"score_gpt":0.4085402831114391,"score_spread":0.3151720357489441,"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."}}