{"id":"W4399898127","doi":"10.33423/jabe.v26i2.7049","title":"Expanding Patient Access and Engagement","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health, Western Cape Government; Arizona State University","keywords":"Computer science; Business","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":[0.01426383,0.0002930732,0.0004886982,0.0008876392,0.0046922,0.00755245,0.001277836,0.003272156,0.03704819],"category_scores_gemma":[0.03884896,0.0002396866,0.0006676532,0.0006834161,0.002677253,0.005123987,0.01847941,0.004839215,0.004780045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002869938,"about_ca_system_score_gemma":0.008758659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009839475,"about_ca_topic_score_gemma":0.001913123,"domain_scores_codex":[0.9752203,0.01709837,0.0005681304,0.0009093303,0.003053431,0.003150383],"domain_scores_gemma":[0.9700184,0.007423351,0.002194083,0.001725514,0.003164295,0.0154744],"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":[0.0001890015,0.001902213,0.07889422,0.0005268871,0.0001226172,0.001255561,0.05731336,0.0004168103,0.001489774,0.06261118,0.1504257,0.6448526],"study_design_scores_gemma":[0.0001586234,0.001364203,0.04912691,0.001348427,0.00006770179,0.003411036,0.07426898,0.001304339,0.0006340966,0.09875061,0.7694553,0.0001097888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2019997,0.003290687,0.01326209,0.3840885,0.00112612,0.0005734358,0.0003416304,0.0004711124,0.3948468],"genre_scores_gemma":[0.920191,0.001983152,0.005628158,0.04500005,0.001050075,0.0005642425,0.0002043321,0.0001167825,0.02526208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03704819,"threshold_uncertainty_score":0.1239386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06834929527153681,"score_gpt":0.3882643726046918,"score_spread":0.3199150773331549,"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."}}