{"id":"W2048172235","doi":"10.2196/medinform.3725","title":"Veteran, Primary Care Provider, and Specialist Satisfaction With Electronic Consultation","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Rural Health","keywords":"Specialty; Facilitator; Medicine; Veterans Affairs; Family medicine; Patient satisfaction; Likert scale; Health care; Nursing; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239278,0.0001021879,0.0001628223,0.0001174653,0.00007555218,0.0001014321,0.00007039289,0.0001504854,0.00001755056],"category_scores_gemma":[0.00009813029,0.00007620324,0.00001171259,0.0001969532,0.00008807874,0.000743249,0.00004882447,0.0002310268,0.00005749589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067866,"about_ca_system_score_gemma":0.0002520658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114687,"about_ca_topic_score_gemma":0.002109176,"domain_scores_codex":[0.9989359,0.000006771209,0.000329873,0.00007357497,0.0004241692,0.0002297159],"domain_scores_gemma":[0.999432,0.00002046245,0.0001819771,0.0001084589,0.0002140304,0.00004311283],"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":[0.0001373748,0.00003292394,0.04910403,0.004441459,0.00003614092,0.00001986411,0.005731083,0.000002883231,0.00000514721,0.04946161,0.007543941,0.8834835],"study_design_scores_gemma":[0.004763693,0.0002607046,0.02377575,0.0004732891,0.00003897231,0.00012057,0.02517312,0.003667962,0.000006062009,0.001613852,0.9396464,0.0004595714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820203,0.000161533,0.001034642,0.001112185,0.0002203948,0.0006486072,0.000001743722,0.0002244142,0.01457623],"genre_scores_gemma":[0.9970094,0.00001546214,0.0002899069,0.002075437,0.0004583348,0.00005225564,0.00006551897,0.0000102644,0.00002340435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9321025,"threshold_uncertainty_score":0.3107478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518880713867183,"score_gpt":0.2591965748192716,"score_spread":0.2440077676805998,"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."}}