{"id":"W3110822676","doi":"10.15353/cjds.v8i3.508","title":"Shifting neurotypical prevalence in knowledge production about the mentally diverse: A qualitative study exploring factors potentially influencing a greater presence of lived experience-led research","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Inclusion (mineral); Redress; Qualitative research; Mental health; Psychology; Scopus; Thematic analysis; Neurotypical; Public relations; MEDLINE; Social psychology; Political science; Sociology; Psychiatry; Social science; Autism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006313774,0.0001254655,0.0003820971,0.0001472495,0.0008494568,0.00006947402,0.0004945947,0.0000392532,0.00005232726],"category_scores_gemma":[0.009315978,0.00008749536,0.00008944736,0.0005544262,0.001631382,0.0006348898,0.0001070815,0.0004299396,0.000002300949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000335,"about_ca_system_score_gemma":0.001024581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07390591,"about_ca_topic_score_gemma":0.4229953,"domain_scores_codex":[0.9950918,0.002714507,0.0007060138,0.0002668279,0.0006387651,0.0005820924],"domain_scores_gemma":[0.9969654,0.001582317,0.0002253003,0.0002220341,0.0007359761,0.0002689883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002133035,0.00003937407,0.5029581,0.0001087899,0.00002141226,0.000002271614,0.4965795,0.00001256797,0.000005782696,0.00007567806,0.000009526117,0.0001657466],"study_design_scores_gemma":[0.0001150866,0.00009878702,0.4732833,0.0002186602,0.000006405525,2.443905e-7,0.5261144,7.483671e-7,0.00001671163,0.00006769273,0.00003390311,0.0000440577],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953415,0.0007398395,4.027775e-7,0.001874586,0.0009186407,0.0009752049,0.000003830315,0.000004095282,0.0001418863],"genre_scores_gemma":[0.9995769,0.0001346972,0.00001538296,0.0000195558,0.0001103232,0.00003976604,7.982968e-8,0.000006312827,0.00009693221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490894,"threshold_uncertainty_score":0.999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3989016848526888,"score_gpt":0.4967931510290373,"score_spread":0.09789146617634847,"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."}}