{"id":"W4416634010","doi":"10.2196/76266","title":"Health Care Providers’ Perceptions of Unmet Needs Among African American Cancer Caregivers: Qualitative Investigation Among US Medical Professionals","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"African american; Restructuring; Perception; Cultural humility; Health care; Humility; Qualitative research; Health professionals; Health equity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01027828,0.0003758153,0.000439124,0.002123176,0.008226273,0.002574071,0.0009592003,0.001034017,0.001818382],"category_scores_gemma":[0.01866539,0.0007220381,0.0003043854,0.001718336,0.004550172,0.002570193,0.004017578,0.001825744,0.0001327252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005283814,"about_ca_system_score_gemma":0.009407585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02830385,"about_ca_topic_score_gemma":0.058001,"domain_scores_codex":[0.9954852,0.002858961,0.0002027596,0.000223153,0.0003602261,0.0008696552],"domain_scores_gemma":[0.9878851,0.008738264,0.001015675,0.0001987897,0.001083873,0.001078319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000151712,0.00003341351,0.009391189,0.00007875396,0.000002486456,0.0004230186,0.9866768,0.00001095855,0.0003478734,0.0002783088,0.0003192546,0.002422763],"study_design_scores_gemma":[0.000001264571,0.00001228231,0.002145129,0.00008186041,0.000001467155,0.0000688095,0.9966114,0.00002541709,0.0000645338,0.00004644743,0.0009384886,0.000002876113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962522,0.000390824,0.0005150388,0.001279626,0.00002196938,0.0001422671,0.00007298021,0.000003539762,0.001321575],"genre_scores_gemma":[0.9965025,0.0008542558,0.0007815511,0.0007715758,0.00001387331,0.0002957812,0.0000469933,0.000006935757,0.0007264232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830385,"threshold_uncertainty_score":0.05627823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948620782125282,"score_gpt":0.4049986392558909,"score_spread":0.3855124314346381,"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."}}