{"id":"W2951222445","doi":"","title":"Estimating Social Communication Functioning (ACSF:SC) from ADOS-2 Data: Development of an Algorithm","year":2018,"lang":"en","type":"article","venue":"INSAR 2018 Annual Meeting","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Algorithm","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":[0.001708045,0.0001356453,0.0002086285,0.00008723886,0.0007736241,0.0000398979,0.0007239562,0.0001387618,0.0004942121],"category_scores_gemma":[0.0002111444,0.0001427467,0.00001959046,0.0001697408,0.0002124306,0.0004389092,0.0005392306,0.0002898813,0.00032388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120973,"about_ca_system_score_gemma":0.0001342311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838975,"about_ca_topic_score_gemma":0.0005772873,"domain_scores_codex":[0.9978326,0.0004240873,0.0005860825,0.0003901621,0.0003688513,0.0003982294],"domain_scores_gemma":[0.9983426,0.0002017462,0.0003230403,0.0007848182,0.0002347398,0.0001130811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006510275,0.0001881728,0.001596275,0.00003250779,0.00006475997,0.000002445771,0.03404155,0.000001578437,0.0003330561,0.0001060266,0.00394704,0.9596215],"study_design_scores_gemma":[0.009226955,0.002453539,0.3599661,0.002593759,0.0002038806,0.00004913849,0.1171286,0.1445366,0.01294803,0.00325915,0.3448343,0.002799981],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9600973,0.0003267147,0.01870841,0.0002633548,0.001831753,0.0004216934,0.0003421943,0.0001423275,0.01786625],"genre_scores_gemma":[0.4156506,0.000001711523,0.5813416,0.0001611684,0.001743459,0.00002888798,0.0006435768,0.00004098428,0.000387995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9568215,"threshold_uncertainty_score":0.5950169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503447020401581,"score_gpt":0.4547966490273989,"score_spread":0.3044519469872408,"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."}}