{"id":"W1911918103","doi":"10.24095/hpcdp.29.3.02","title":"Validity of autism diagnoses using administrative health data","year":2009,"lang":"en","type":"article","venue":"Chronic diseases in Canada","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Autism Speaks","keywords":"Autism; Medical diagnosis; Medicine; Database; Diagnosis code; Autism spectrum disorder; Mental health; Statistic; Psychiatry; Environmental health; Population; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.06297285,0.0005016075,0.0009110902,0.006592688,0.001192574,0.003832021,0.002181892,0.0007473842,0.0006518165],"category_scores_gemma":[0.2802866,0.0005716297,0.0011348,0.007076857,0.002012366,0.001954479,0.002596535,0.0008633466,0.0003055801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004289413,"about_ca_system_score_gemma":0.005536005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1918587,"about_ca_topic_score_gemma":0.1331455,"domain_scores_codex":[0.9028375,0.04880146,0.009456711,0.005509752,0.03113103,0.002263538],"domain_scores_gemma":[0.6807585,0.1884097,0.05922938,0.02468194,0.04486718,0.002053292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202421,0.0000468961,0.986396,0.00009856567,0.0003660804,0.00003972013,0.000434792,0.001660134,0.00007815485,0.0004109383,0.000509119,0.009839333],"study_design_scores_gemma":[0.00003403207,0.0001216507,0.9705753,0.0003529647,0.0001893819,0.0001717485,0.001244511,0.0217468,0.0006908953,0.001276723,0.003543107,0.00005288008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615431,0.001517614,0.01320935,0.001558988,0.0001588828,0.0006196668,0.009041005,0.0001543042,0.01219706],"genre_scores_gemma":[0.9902598,0.0003013399,0.004499646,0.00020308,0.00004734184,0.0001026871,0.004324882,0.00001482732,0.0002463697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8081413,"threshold_uncertainty_score":0.3814839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808504154931492,"score_gpt":0.4090295168426707,"score_spread":0.2281791013495215,"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."}}