{"id":"W4391340791","doi":"10.22541/au.170664177.76676940/v1","title":"Narratives: Neurodivergent Children","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Narrative; Quality of life (healthcare); Quality (philosophy); Psychology; Mental health; Resource (disambiguation); Social isolation; Isolation (microbiology); Nursing; Medicine; Psychiatry; Computer science","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":[0.001864709,0.0004712204,0.0002709678,0.0006786343,0.0046442,0.002015864,0.0005830303,0.0009236333,0.005175062],"category_scores_gemma":[0.005249351,0.0002019314,0.0001877645,0.000864462,0.004769187,0.002380478,0.003319517,0.00165052,0.0004578935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590554,"about_ca_system_score_gemma":0.002929186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519663,"about_ca_topic_score_gemma":0.01798031,"domain_scores_codex":[0.9986013,0.0008592153,0.00008862982,0.0001408568,0.0001588196,0.0001511657],"domain_scores_gemma":[0.9971225,0.001576398,0.0006484708,0.00008440495,0.0002611637,0.0003071892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003829727,0.00001744336,0.01311851,0.0002210826,0.000006048285,0.002920227,0.9662319,0.00005527903,0.0006853252,0.00861186,0.002972018,0.005122059],"study_design_scores_gemma":[0.000004666807,0.00002244128,0.01001617,0.0003450408,0.00000876065,0.003770588,0.9130743,0.0000562017,0.0004639295,0.001393388,0.07082695,0.00001755419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420871,0.003503833,0.002066736,0.01085795,0.0002172238,0.000134637,0.0009896501,0.00002940287,0.04011356],"genre_scores_gemma":[0.9900978,0.002308986,0.001023638,0.0007445413,0.00003152926,0.0001045871,0.0002132491,0.00001389181,0.005461837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519663,"threshold_uncertainty_score":0.03021634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877817897857315,"score_gpt":0.3888005050981228,"score_spread":0.3300223261195496,"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."}}