{"id":"W6887661732","doi":"10.17605/osf.io/v6kbm","title":"Access to autism spectrum disorder services for marginalized families in Canada: a scoping review protocol","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Autism spectrum disorder; Service provider; Service (business); Ethnic group; Confidentiality; Systematic review; Protocol (science); Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002838823,0.0006796745,0.001530845,0.0009306376,0.0003484237,0.001718812,0.01236718,0.0002362723,0.003030082],"category_scores_gemma":[0.001032341,0.0006108024,0.00008424462,0.009199067,0.0002828315,0.00106771,0.003869661,0.0005195608,0.001107136],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837168,"about_ca_system_score_gemma":0.01419726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9457171,"about_ca_topic_score_gemma":0.9981505,"domain_scores_codex":[0.9938448,0.0001404197,0.0008420773,0.001985803,0.001607163,0.00157973],"domain_scores_gemma":[0.9964772,0.0002941187,0.0007708897,0.001986936,0.00006990446,0.0004009621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003767324,0.0002577875,0.01826015,0.1112875,0.0001094531,0.0001463019,0.0006899025,0.0002563978,0.00001792185,0.009290686,0.8412196,0.01808757],"study_design_scores_gemma":[0.0005245,0.00004025225,0.002005385,0.4193471,0.00002434611,0.000001811872,0.0001031385,0.00006072851,0.00001102336,0.001704723,0.5752344,0.0009426335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00001513117,0.001152634,0.0003927721,0.00812449,0.001007949,0.8880898,0.0005520594,0.0004699554,0.1001952],"genre_scores_gemma":[0.00001938989,0.0004830762,0.01406914,0.004655999,0.0001444138,0.9278378,0.00001804273,0.002129508,0.05064261],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3080596,"threshold_uncertainty_score":0.9996706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584326618691666,"score_gpt":0.4199802878698326,"score_spread":0.374137021682916,"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."}}