{"id":"W4405990988","doi":"10.29173/cjfy30100","title":"Parenting a Transitional Age Youth with Autism: Mental Health and Relational Experiences","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Autism; Mental health; Psychology; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001070586,0.0002227529,0.0004276905,0.0004989833,0.007130119,0.001950088,0.0005470228,0.0005277527,0.001215996],"category_scores_gemma":[0.002168801,0.0002328566,0.0002634495,0.0005347372,0.003421285,0.0009939001,0.003170828,0.0009837038,0.0001103436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004515799,"about_ca_system_score_gemma":0.005182148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1294738,"about_ca_topic_score_gemma":0.2720651,"domain_scores_codex":[0.9992129,0.0003283298,0.00003869359,0.00005955417,0.0001071455,0.0002533316],"domain_scores_gemma":[0.9989058,0.0002995069,0.0002304713,0.00003915028,0.0001382973,0.0003869426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005228067,0.00004490336,0.1100793,0.0001249176,0.0000127472,0.006801332,0.8688681,0.00003992699,0.0008188628,0.0007336456,0.001003664,0.01142023],"study_design_scores_gemma":[0.000002197964,0.00006123215,0.0520085,0.0001183921,0.00001044534,0.002270783,0.941318,0.00002135264,0.00009718701,0.0001474962,0.003934318,0.00001002986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972857,0.0006432615,0.0000990497,0.0004137972,0.00001681302,0.00001060605,0.00002959232,0.000004636683,0.001496558],"genre_scores_gemma":[0.9988289,0.0005226575,0.0001065778,0.0001427115,0.000003239568,0.00001361162,0.00001648128,0.000002111572,0.0003636855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294738,"threshold_uncertainty_score":0.2574403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280775032482587,"score_gpt":0.3135242530335874,"score_spread":0.2807165027087615,"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."}}