{"id":"W2903004681","doi":"10.1007/s10803-018-3831-3","title":"When Are We Sure? Predictors of Clinician Certainty in the Diagnosis of Autism Spectrum Disorder","year":2018,"lang":"en","type":"article","venue":"Journal of Autism and Developmental Disorders","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Autism spectrum disorder; Toddler; Medical diagnosis; Autism; Certainty; Psychology; Diagnostic accuracy; Specialty; Psychiatry; Differential diagnosis; Clinical psychology; Medicine; Developmental 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":[0.01261537,0.0001958014,0.0006247307,0.001687776,0.001170944,0.00260139,0.001062798,0.002096532,0.002583813],"category_scores_gemma":[0.2619305,0.0005134421,0.0004829857,0.001006848,0.001058416,0.003394529,0.002117781,0.003395636,0.0004023788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073913,"about_ca_system_score_gemma":0.002579543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105932,"about_ca_topic_score_gemma":0.008171191,"domain_scores_codex":[0.9863629,0.00521807,0.002610121,0.001216559,0.003586,0.001006462],"domain_scores_gemma":[0.7541682,0.1691721,0.04601026,0.005770063,0.01712203,0.007757311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000307707,0.00005446264,0.9904051,0.00004410578,0.00007849645,0.0002881181,0.001164461,0.000421438,0.00007675901,0.0002333429,0.001196124,0.005729819],"study_design_scores_gemma":[0.00004271269,0.0002321351,0.9722844,0.0006085986,0.0001631649,0.003750512,0.008775332,0.007287297,0.0006068026,0.004082721,0.002059975,0.0001062922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816498,0.002198431,0.0008282515,0.01075664,0.0001888305,0.00002738251,0.0005702968,0.00002152527,0.003758826],"genre_scores_gemma":[0.9990621,0.0002341031,0.0002668742,0.0001883795,0.00006454139,0.000005552581,0.00011474,0.000004308267,0.00005943779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261537,"threshold_uncertainty_score":0.06671727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094541579863316,"score_gpt":0.2943788274833992,"score_spread":0.263433411684766,"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."}}