{"id":"W1981176581","doi":"10.1089/tmj.2005.11.36","title":"Changes in Diagnosis, Treatment, and Clinical Improvement Among Patients Receiving Telemedicine Consultations","year":2005,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Telemedicine; Medicine; Medical emergency; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002452841,0.0003412846,0.001035982,0.0005768454,0.0003665637,0.00002696362,0.00006681008,0.0001006185,0.0001934585],"category_scores_gemma":[0.0003720241,0.0002429703,0.00006017346,0.0003796371,0.0002311614,0.0001944419,0.00004243736,0.0006477244,0.000004118733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005150099,"about_ca_system_score_gemma":0.0004515565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390085,"about_ca_topic_score_gemma":0.01199649,"domain_scores_codex":[0.9962959,0.0001724491,0.001838666,0.0004479877,0.0004572377,0.0007877053],"domain_scores_gemma":[0.9972599,0.0003040713,0.0008245885,0.0001928589,0.0001923711,0.001226236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005421305,0.0003410941,0.5338107,0.00009614342,0.00004984456,0.000009665768,0.00111632,1.514265e-7,0.000008026926,0.000009076051,0.008969261,0.4555354],"study_design_scores_gemma":[0.01908301,0.01382602,0.923742,0.0008076558,0.0001142695,0.0001774812,0.002267916,0.0001065182,0.00002433486,0.00003438788,0.03965062,0.000165775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868077,0.003187779,0.00006829071,0.1266532,0.0003241824,0.00146912,0.00001759152,0.000045005,0.0001578803],"genre_scores_gemma":[0.909777,0.06924362,0.001426032,0.01724661,0.001849139,0.00008557057,0.0001373548,0.00003461745,0.0002000662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4553697,"threshold_uncertainty_score":0.9908041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551861985179209,"score_gpt":0.4050079395669302,"score_spread":0.3494893197151381,"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."}}