{"id":"W4281758136","doi":"10.1093/eurpub/ckac056","title":"Interventions aimed at improving healthcare and health education equity for adult d/Deaf patients: a systematic review","year":2022,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychological intervention; Health care; CINAHL; Health equity; PsycINFO; MEDLINE; Medicine; Health literacy; Nursing; Psychology; Public health; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.03799713,0.0003698879,0.002582787,0.0005337078,0.0006668002,0.0001115329,0.0009651139,0.00005770716,0.0001709194],"category_scores_gemma":[0.00192714,0.000309021,0.0008409396,0.0004456825,0.00003884732,0.0002006874,0.0005379996,0.0009633724,0.00003331968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542367,"about_ca_system_score_gemma":0.003576518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146204,"about_ca_topic_score_gemma":0.00003519967,"domain_scores_codex":[0.9688808,0.02466431,0.004827717,0.0004115875,0.0004974775,0.0007180913],"domain_scores_gemma":[0.9890269,0.0003547017,0.008193118,0.0009619988,0.0006427511,0.0008205538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001209263,0.0002661458,0.000004672451,0.4700722,0.00007262052,5.947747e-7,0.0004461711,1.90712e-9,3.936084e-10,0.0003052252,0.008995199,0.519836],"study_design_scores_gemma":[0.0004857486,0.001772709,0.0001235323,0.3787077,0.000286028,0.0001806046,0.0003830026,3.99296e-7,3.171323e-10,0.000007862826,0.6178748,0.0001776138],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003544627,0.9759939,0.0008505242,0.01657254,0.001248846,0.004854168,0.00007614806,0.00003651096,0.0003637936],"genre_scores_gemma":[0.00006522049,0.9915661,0.0004462982,0.006170235,0.0002133764,0.0003488734,0.0004678382,0.0001081102,0.0006140128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6088796,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4074230788020731,"score_gpt":0.518853900537889,"score_spread":0.1114308217358159,"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."}}