{"id":"W4414066556","doi":"10.21203/rs.3.rs-7123259/v1","title":"“Now I have to act on that”: Parent anticipation of a therapeutic odyssey following predictive testing for autism","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Treuman Katz Center for Pediatric Bioethics; National Institutes of Health","keywords":"Anticipation (artificial intelligence); Predictive testing; Predictive validity; Autism; Predictive value; Obligation; Predictive coding","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":[0.001351554,0.000267256,0.0002815972,0.0002629824,0.002262778,0.000588781,0.0004951927,0.003394182,0.00541597],"category_scores_gemma":[0.01141142,0.0002234965,0.0003085536,0.0001235754,0.0007262785,0.001156868,0.001173544,0.003737879,0.00094112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290572,"about_ca_system_score_gemma":0.001560388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349715,"about_ca_topic_score_gemma":0.006638791,"domain_scores_codex":[0.9995692,0.0001772856,0.00002995114,0.00006807426,0.000075875,0.00007964062],"domain_scores_gemma":[0.9968277,0.001169424,0.0003991841,0.0001243388,0.0002722586,0.001207159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.001937125,0.002521794,0.09471377,0.0002567802,0.0001085855,0.4602338,0.04294205,0.0009293089,0.009529405,0.0228636,0.2042837,0.1596801],"study_design_scores_gemma":[0.0003358805,0.003977817,0.140767,0.001435796,0.0001987937,0.5573643,0.04874135,0.01066965,0.009723169,0.0535101,0.1728946,0.0003814553],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319488,0.001604229,0.01891593,0.1965135,0.004124423,0.0003768541,0.0004804604,0.0008795001,0.04515637],"genre_scores_gemma":[0.9634224,0.0007372963,0.013553,0.01184207,0.0003512047,0.0001843078,0.000186488,0.0001036895,0.009619671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00541597,"threshold_uncertainty_score":0.01811826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2586028945507276,"score_gpt":0.4794538223728868,"score_spread":0.2208509278221592,"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."}}