{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009648804,0.0002830072,0.0005824412,0.0005322563,0.0002008711,0.00004820678,0.0008440622,0.000139044,0.0002943008],"category_scores_gemma":[0.0004137677,0.000205539,0.0001733774,0.0007728263,0.001056739,0.0004029121,0.0002475243,0.0005045072,0.000009162313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008008183,"about_ca_system_score_gemma":0.0002945332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003243705,"about_ca_topic_score_gemma":0.001780745,"domain_scores_codex":[0.9964588,0.0003995652,0.001213723,0.0003623309,0.001019732,0.0005458872],"domain_scores_gemma":[0.9980615,0.0007022636,0.0008326839,0.0002468087,0.00001768768,0.0001390423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003300601,0.00104814,0.9638464,0.0001429245,0.00007105505,0.00004776754,0.01625487,0.00001188045,0.0004988725,0.009098943,0.002025567,0.006623446],"study_design_scores_gemma":[0.002152171,0.0008246283,0.9208796,0.0002913374,0.00002994441,0.00008437496,0.004136697,0.00006488912,0.002785578,0.06203567,0.006433393,0.0002816835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616576,0.0009544169,0.0001278594,0.03477293,0.0003933584,0.0004356564,0.00003874424,0.00001203005,0.001607359],"genre_scores_gemma":[0.9938672,0.005470461,0.000251324,0.0002582002,0.00003019721,0.00001326547,0.000001480141,0.00002924082,0.00007870178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05293673,"threshold_uncertainty_score":0.8381638,"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."}}