{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000779796,0.0002530559,0.0004496907,0.0002566748,0.003953345,0.00005003113,0.0003714731,0.0001417615,0.0001008323],"category_scores_gemma":[0.0002357113,0.0002357869,0.00009289946,0.0003442232,0.00006083607,0.0001964797,0.0002496283,0.0007227948,0.0005326208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081366,"about_ca_system_score_gemma":0.002168761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467181,"about_ca_topic_score_gemma":0.0008088655,"domain_scores_codex":[0.9970936,0.0002301589,0.0005959807,0.0004163434,0.0002233702,0.001440589],"domain_scores_gemma":[0.9970298,0.00096424,0.0002241031,0.0007283592,0.0004709052,0.0005825601],"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":[0.001227281,0.0006354075,0.01648596,0.0130506,0.00005758984,0.000001102039,0.1575176,0.00003132119,0.000003416769,0.244003,0.198326,0.3686607],"study_design_scores_gemma":[0.0009517724,0.0005653831,0.001225061,0.0009212536,0.000005452129,2.32282e-7,0.2498189,0.00005521597,0.00000341125,0.0009472763,0.7453502,0.0001558796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1391925,0.008761178,0.01753826,0.05108026,0.003966461,0.05972361,0.006694768,0.002085861,0.7109571],"genre_scores_gemma":[0.9507676,0.0004013768,0.001019608,0.01746497,0.0002966935,0.01886279,0.0003904432,0.0000545265,0.01074204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8115751,"threshold_uncertainty_score":0.9973434,"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."}}