{"id":"W4411163687","doi":"10.1177/20552076251348095","title":"There’s no app for that! perspectives on engaging diverse communities to promote equitable care","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; College of Physicians and Surgeons of Ontario; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Institute of Cancer Research","keywords":"Public relations; mHealth; Transparency (behavior); Stewardship (theology); Health care; Internet privacy; Equity (law); Reciprocity (cultural anthropology); Business; Knowledge management; Community engagement; Citizen science; Set (abstract data type); Political science; Psychology; Computer science; Computer security; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04461778,0.0008503274,0.001188662,0.00159577,0.01765971,0.01776353,0.006102503,0.03199265,0.009060905],"category_scores_gemma":[0.09507332,0.0006325042,0.002017918,0.00139693,0.04683124,0.03009084,0.01982805,0.03940104,0.002107514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009020654,"about_ca_system_score_gemma":0.02462387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802579,"about_ca_topic_score_gemma":0.03365809,"domain_scores_codex":[0.9264743,0.05768996,0.00157934,0.003496939,0.006691433,0.004068003],"domain_scores_gemma":[0.8547441,0.1213652,0.003544564,0.002917051,0.009663674,0.007765466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009252944,0.00006239582,0.0004477844,0.001747353,0.00004081841,0.001348191,0.153587,0.0002132414,0.0003763068,0.2803324,0.5191739,0.04257816],"study_design_scores_gemma":[0.00002877759,0.00005084744,0.0002805946,0.004130296,0.00002635737,0.0004437516,0.07389259,0.0001780137,0.000186655,0.06651243,0.854204,0.00006574208],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008244138,0.00594899,0.001343247,0.9737051,0.009015163,0.00002444631,0.0000145718,0.00002093259,0.009103095],"genre_scores_gemma":[0.06377208,0.01411842,0.00311867,0.8977715,0.0105533,0.0002996881,0.00002859364,0.0001436017,0.01019412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04461778,"threshold_uncertainty_score":0.2359642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08154496030373701,"score_gpt":0.4496775407444522,"score_spread":0.3681325804407152,"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."}}