{"id":"W3200189694","doi":"10.1097/dbp.0000000000001006","title":"Perspectives of Canadian Rural Consultant Pediatricians on Diagnosing Autism Spectrum Disorder: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Thematic analysis; Qualitative research; Autism spectrum disorder; Scope of practice; Scope (computer science); Medicine; Family medicine; Autism; Psychology; Nursing; Psychiatry; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000729671,0.0003857329,0.0006688616,0.002212888,0.0004120442,0.0001380704,0.0006024953,0.0001305226,0.0002817031],"category_scores_gemma":[0.00110628,0.0003706615,0.0002390965,0.003952356,0.000223693,0.0005543132,0.0001949552,0.0009649181,0.00003884492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054763,"about_ca_system_score_gemma":0.003530408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008958311,"about_ca_topic_score_gemma":0.02156169,"domain_scores_codex":[0.9950788,0.0007006742,0.001212555,0.0004780951,0.001694826,0.0008350205],"domain_scores_gemma":[0.997626,0.0006754849,0.000743897,0.0002371406,0.0001820904,0.0005353788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005231097,0.0146923,0.4318902,0.00008542998,0.00009711557,0.00992747,0.5184476,0.00007092134,0.008669749,0.01144574,0.001171995,0.00297837],"study_design_scores_gemma":[0.005272349,0.004182845,0.1432017,0.00008633971,0.0003366131,0.0008742925,0.8267968,0.000008099865,0.01501578,0.00265481,0.0004247195,0.00114561],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930053,0.0007783366,0.00002269131,0.004509407,0.0005034923,0.0005036363,0.0001456004,0.00002256184,0.0005089859],"genre_scores_gemma":[0.9974362,0.001461216,0.0006693567,0.00009331505,0.0001237831,0.00001145224,0.000004784557,0.00005538924,0.0001445388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083493,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163600896629159,"score_gpt":0.3600790857811526,"score_spread":0.3084430768148609,"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."}}