{"id":"W4389333403","doi":"10.2196/45331","title":"Telehealth With Comprehensive Live-Fed Real-World Data as a Patient Care Platform for Lung Cancer: Implementation and Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Lung cancer; Medicine; Real world data; Health care; Telemedicine; Medical emergency; Computer science; Data science; Oncology; Political science","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":[0.0242464,0.0008011803,0.0005600866,0.001330787,0.0009792788,0.001575306,0.001331859,0.001183771,0.001796146],"category_scores_gemma":[0.02509188,0.0006084365,0.0009680861,0.001075953,0.00101311,0.00226833,0.002414143,0.001042683,0.0003943455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636023,"about_ca_system_score_gemma":0.005208869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004711055,"about_ca_topic_score_gemma":0.00604819,"domain_scores_codex":[0.9870461,0.008821919,0.000943837,0.0006708041,0.001302586,0.001214775],"domain_scores_gemma":[0.9796152,0.00908861,0.002064388,0.001740878,0.004068684,0.003422225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01258257,0.1886994,0.2756216,0.002882678,0.0007397507,0.001403492,0.02642886,0.005777567,0.008017847,0.0009820603,0.004367447,0.4724967],"study_design_scores_gemma":[0.01053002,0.2769856,0.6363822,0.0007501635,0.0009770056,0.0007926408,0.02856794,0.02525751,0.009113871,0.0004022373,0.009975944,0.0002649553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928557,0.00004159175,0.001481617,0.0001470399,0.000009861991,0.004544447,0.0002090711,0.00008153372,0.0006290165],"genre_scores_gemma":[0.9725166,0.0001841117,0.01717163,0.0002507157,0.0000334132,0.008460674,0.0007792215,0.00002896965,0.0005747058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242464,"threshold_uncertainty_score":0.1282288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303862043277937,"score_gpt":0.5139401645214465,"score_spread":0.3835539601936528,"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."}}