{"id":"W4404017955","doi":"10.1007/s41252-024-00423-z","title":"The Latency-Based Interview-Informed, Synthesized Contingency Analysis (IISCA): A Clinical Validation and Replication of 34 Applications in the USA and Brazil","year":2024,"lang":"en","type":"article","venue":"Advances in Neurodevelopmental Disorders","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Replication (statistics); Latency (audio); Interview; Psychology; Computer science; Medicine; Telecommunications; Sociology; Virology; Anthropology","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":[0.0007036539,0.0001153602,0.000192087,0.00009465957,0.0001132772,0.00003727639,0.0001888499,0.00004935416,0.0000282153],"category_scores_gemma":[0.00009359069,0.00006556678,0.00006287729,0.0007814851,0.0003145841,0.0001332726,0.00004272716,0.0001634845,0.000004643209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001200483,"about_ca_system_score_gemma":0.00001128837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007126157,"about_ca_topic_score_gemma":0.002360531,"domain_scores_codex":[0.9985798,0.0002298581,0.0005381291,0.0003997647,0.000104919,0.0001475029],"domain_scores_gemma":[0.9985322,0.001089628,0.0001066136,0.0002392629,0.00001338381,0.00001885648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003314275,0.0001040063,0.6066268,0.00002059022,0.00002925804,5.994407e-7,0.0007941659,0.000003274339,0.00001122389,0.001377917,0.00003009765,0.3909689],"study_design_scores_gemma":[0.0002551907,0.00005338775,0.9825501,0.00002307571,0.00005232873,9.180861e-7,0.001234953,0.00005108243,0.000007890437,0.00158987,0.01409581,0.00008534625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867775,0.007197091,0.0007106519,0.001855451,0.0001514301,0.0006170996,0.000009261264,0.00002092011,0.002660638],"genre_scores_gemma":[0.9921178,0.007021663,0.0001819223,0.0002025466,0.000005282932,0.0004076341,0.00001589134,0.000005275025,0.00004203107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908836,"threshold_uncertainty_score":0.2673736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09013899298489862,"score_gpt":0.4197201283750246,"score_spread":0.329581135390126,"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."}}