{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003329568,0.00009471626,0.0002159632,0.0005040416,0.0003880165,0.0009683846,0.000259824,0.0004020596,0.008919039],"category_scores_gemma":[0.01894113,0.00008413922,0.0005168457,0.0007034453,0.0002636533,0.0004182208,0.0006957935,0.0004327812,0.000398516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578334,"about_ca_system_score_gemma":0.0009779773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006044754,"about_ca_topic_score_gemma":0.006450702,"domain_scores_codex":[0.9974557,0.001076663,0.0003194555,0.0001276509,0.0006602257,0.0003602971],"domain_scores_gemma":[0.9875487,0.005005082,0.00376526,0.0002625728,0.001899637,0.001518773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278898,0.0002093199,0.9721377,0.00009732441,0.0000686527,0.00009746607,0.00142694,0.0001368362,0.0001477473,0.00006829302,0.00222083,0.02326096],"study_design_scores_gemma":[0.00002071348,0.0002679794,0.9929975,0.00004711992,0.00002634056,0.0004608247,0.00345848,0.0005575895,0.00008428624,0.00004537865,0.002025845,0.000007890194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933571,0.0002468762,0.0001771433,0.0008386139,0.00001223157,0.00005146503,0.0006138383,0.00001681202,0.004685867],"genre_scores_gemma":[0.9986044,0.0001120374,0.0002459253,0.0002848195,0.00001094609,0.00002184611,0.000264304,0.000003250192,0.0004525095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008919039,"threshold_uncertainty_score":0.02983713,"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."}}