{"id":"W4409381213","doi":"10.15173/cjae.v5i1.5985","title":"It Begins with a Diagnosis:","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Autism Equity","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002486177,0.0004961113,0.0004199322,0.0005001585,0.01594176,0.004308817,0.0009540788,0.003777764,0.008474435],"category_scores_gemma":[0.0118784,0.0002743061,0.0004659722,0.0004204536,0.01152701,0.008022279,0.006147821,0.0116085,0.00157729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008888805,"about_ca_system_score_gemma":0.01578126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06519408,"about_ca_topic_score_gemma":0.08998104,"domain_scores_codex":[0.9960542,0.002010479,0.00008405504,0.0002977192,0.0006622851,0.0008912725],"domain_scores_gemma":[0.9958608,0.001254334,0.0002594224,0.0001050913,0.0007746305,0.00174585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007052194,0.00009810294,0.006091972,0.0001469744,0.00001293255,0.01017088,0.6329764,0.00007420935,0.0005397499,0.1068103,0.2041752,0.03883287],"study_design_scores_gemma":[0.00001425329,0.00005929925,0.001463631,0.0006213632,0.00001342165,0.005751429,0.3801185,0.00005970367,0.0003062411,0.0157018,0.5958435,0.00004678443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1238286,0.008928417,0.004716295,0.6156021,0.008185858,0.0001465379,0.0003734216,0.0001944937,0.2380244],"genre_scores_gemma":[0.8308633,0.006095961,0.002332611,0.08069985,0.0007692528,0.0001735339,0.0002138728,0.0001751458,0.07867643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06519408,"threshold_uncertainty_score":0.1296292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573490567465595,"score_gpt":0.3850613279067352,"score_spread":0.3293264222320793,"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."}}