{"id":"W4412072965","doi":"10.36510/learnland.vi29.1148","title":"Autism Assessment Referral: A Mother’s Experience","year":2025,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Autism; Referral; Psychology; Psychiatry; Developmental psychology; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002884701,0.0006724317,0.0009277671,0.0009399882,0.013336,0.003928557,0.001631417,0.003560561,0.00390129],"category_scores_gemma":[0.01171437,0.0008086879,0.0005291687,0.000694754,0.005315911,0.003105207,0.00578579,0.006077154,0.0008537886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004996746,"about_ca_system_score_gemma":0.003581432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050327,"about_ca_topic_score_gemma":0.02219412,"domain_scores_codex":[0.9963623,0.002136786,0.0001348147,0.0002826518,0.0004639768,0.0006195587],"domain_scores_gemma":[0.9953457,0.002177106,0.0004574567,0.0001655938,0.0005230429,0.001331239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00003932894,0.0001172015,0.004753511,0.00008537967,0.00001005262,0.04684448,0.9287219,0.00004344421,0.0007287135,0.002199697,0.007455528,0.009000811],"study_design_scores_gemma":[0.00000856269,0.0001788988,0.003005749,0.0002671346,0.00001851763,0.03659072,0.9051033,0.00008705445,0.0004220776,0.0006525393,0.0536231,0.00004227336],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322946,0.004317405,0.001441465,0.03436758,0.001199633,0.00007128448,0.0001060332,0.000159221,0.02604275],"genre_scores_gemma":[0.9781879,0.00312215,0.0008416798,0.005951112,0.0002065705,0.00007267291,0.00005604594,0.00009213301,0.01146966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013336,"threshold_uncertainty_score":0.03625411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376584473685662,"score_gpt":0.4036756888527766,"score_spread":0.3660172414842104,"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."}}