{"id":"W4392286869","doi":"10.1080/17483107.2024.2321601","title":"Enabling local provision of assistive products in rural South India: an organisational survey of needs, barriers, and facilitators","year":2024,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Brock University; University of Toronto","funders":"","keywords":"Facilitator; Business; Service provider; Stakeholder; Context (archaeology); Capacity building; Nonprobability sampling; Inclusion (mineral); Government (linguistics); Nursing; Universal design; Service (business); Public relations; Medicine; Marketing; Psychology; Economic growth; Environmental health; Political science; Population; Geography; Engineering","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":[0.001051903,0.0002453915,0.0002452591,0.001340996,0.00205486,0.001403763,0.0007612511,0.0004392013,0.001933311],"category_scores_gemma":[0.003026682,0.0004939309,0.0002619579,0.001924622,0.001115273,0.0006894676,0.001897329,0.0006383151,0.0004098981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694893,"about_ca_system_score_gemma":0.004254082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0298513,"about_ca_topic_score_gemma":0.05095155,"domain_scores_codex":[0.9989927,0.0003283417,0.00009692314,0.00008526552,0.0001636701,0.0003330363],"domain_scores_gemma":[0.9963273,0.0010578,0.001062264,0.0001585659,0.000521133,0.0008727981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007978412,0.0004559485,0.8231236,0.0005811451,0.00002737802,0.002847903,0.1527544,0.000137312,0.002601408,0.0002157788,0.0007013759,0.01647384],"study_design_scores_gemma":[0.000008598314,0.0004722738,0.6890185,0.0001409417,0.00003169761,0.0008563642,0.3065053,0.0001830418,0.0003420927,0.00005676776,0.002354034,0.00003039748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992616,0.00003799046,0.00003899424,0.00007988108,9.438061e-7,0.00004639876,0.0000786521,0.000003501966,0.00045209],"genre_scores_gemma":[0.9986269,0.0002619459,0.0002593278,0.00008780652,0.000002375565,0.00009882131,0.00009157239,0.000002669753,0.0005684599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0298513,"threshold_uncertainty_score":0.05935508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736662005825328,"score_gpt":0.3613872667988565,"score_spread":0.3340206467406032,"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."}}