{"id":"W2625031435","doi":"10.1111/pan.13189","title":"Benefits of an individualized perioperative plan for children with autism spectrum disorder","year":2017,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Autism spectrum disorder; Perioperative; Plan (archaeology); Autism; Pediatrics; Psychiatry; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493813,0.0002840856,0.0003859253,0.0002050792,0.0009299429,0.0002307998,0.001204183,0.000110777,0.00009177647],"category_scores_gemma":[0.0001620986,0.0002289647,0.00008099106,0.000221061,0.0003161432,0.0005655087,0.000105218,0.0002045807,0.00002753852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002330768,"about_ca_system_score_gemma":0.000185618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002780432,"about_ca_topic_score_gemma":0.0001335294,"domain_scores_codex":[0.997713,0.0001192229,0.0002785723,0.0006939691,0.0005811778,0.0006141081],"domain_scores_gemma":[0.9984096,0.000136759,0.0003533204,0.0009127079,0.00001311434,0.0001744685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004355216,0.0005982126,0.857775,0.00005270131,0.00002492488,0.00003132099,0.00205734,0.000184517,0.000122441,0.1358984,0.00004825117,0.002771431],"study_design_scores_gemma":[0.002465042,0.001031351,0.9898718,0.000006795241,0.00006418398,0.0001846744,0.00003724103,0.000191291,0.0033753,0.002220068,0.0001787168,0.0003735216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932213,0.0001533684,0.0001855191,0.004547853,0.0000234156,0.00124715,0.0000724062,0.00008120861,0.000467775],"genre_scores_gemma":[0.9983016,0.0001702399,0.0007895766,0.00008605325,0.0001389977,0.0001364422,0.00002188921,0.00006608981,0.0002891466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336783,"threshold_uncertainty_score":0.9336909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683655442410406,"score_gpt":0.2865769415095738,"score_spread":0.2597403870854698,"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."}}