{"id":"W6977396042","doi":"10.6084/m9.figshare.28919206.v1","title":"Barriers, facilitators and solutions to the care of people experiencing homelessness with traumatic brain injury in Quebec, Canada: clinicians’ and concerned parties’ perspectives","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Health care; Focus group; Population; Qualitative research; Traumatic brain injury; Service delivery framework; Suicide prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.00009568645,0.0002446841,0.0004650997,0.000171539,0.0002505773,0.00008072102,0.001123979,0.0001386665,0.0002014321],"category_scores_gemma":[0.001747955,0.0001996221,0.00002787155,0.0005436174,0.00008412147,0.0001299287,0.000768379,0.0003209622,9.483187e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004110175,"about_ca_system_score_gemma":0.002141835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2602346,"about_ca_topic_score_gemma":0.9687576,"domain_scores_codex":[0.9984973,0.0001260137,0.0002947096,0.0005178842,0.0002708677,0.000293226],"domain_scores_gemma":[0.9983585,0.0004748193,0.0001688043,0.000777851,0.0001378961,0.00008207999],"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":[0.000004477715,0.000002662033,0.00004685755,0.0003329714,0.00001383028,0.000006141785,0.03489835,0.00005504673,1.060051e-7,0.0000266706,0.9623523,0.002260531],"study_design_scores_gemma":[0.0002819745,0.0001514636,0.004159298,0.004171647,0.0000149861,0.000002801662,0.1306499,0.0003284969,0.00001743368,0.0000141269,0.859647,0.0005608182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004126952,0.002907875,0.00004823854,0.0008951052,0.00007431879,0.0004185454,0.9914612,0.00006193524,0.000005819026],"genre_scores_gemma":[0.2512102,0.00003002039,0.0005014599,0.0003437677,0.00004044998,0.0006922478,0.7471035,0.00001617593,0.00006216008],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.708523,"threshold_uncertainty_score":0.8140352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030779893832778,"score_gpt":0.2639093463406628,"score_spread":0.243601547402335,"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."}}