{"id":"W4399729866","doi":"10.2196/56687","title":"The Relationship Between Static Characteristics of Physicians and Patient Consultation Volume in Internet Hospitals: Quantitative Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangxi Key Research and Development Program","keywords":"The Internet; Descriptive statistics; Family medicine; Medicine; Health care; Patient satisfaction; Nursing; World Wide Web; Computer 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":[0.006510651,0.0002278205,0.0003409752,0.003473689,0.0004959305,0.0009560183,0.0005945695,0.0005492975,0.00286791],"category_scores_gemma":[0.02911364,0.0002001012,0.0008343391,0.003484681,0.0009380244,0.001132778,0.0008173228,0.0006565621,0.0002758858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161584,"about_ca_system_score_gemma":0.0008699578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349561,"about_ca_topic_score_gemma":0.002470938,"domain_scores_codex":[0.9954531,0.002135738,0.0006524895,0.0005401886,0.0008708813,0.0003475834],"domain_scores_gemma":[0.9322683,0.04892914,0.01218116,0.001436329,0.003132553,0.002052438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007469582,0.0000768296,0.9964999,0.00002979742,0.00005023634,0.00003078199,0.0008343073,0.000192713,0.00008115659,0.00006112651,0.0001038546,0.001964606],"study_design_scores_gemma":[0.000006417379,0.0001808243,0.9942538,0.00001196284,0.00002672809,0.00009758714,0.00294715,0.002087978,0.0001052117,0.00008701336,0.0001812674,0.00001411847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984567,0.00003846105,0.0003665753,0.00004852834,0.000001865424,0.00004689111,0.0006779533,0.000006037736,0.0003567963],"genre_scores_gemma":[0.999162,0.0000140488,0.0003014788,0.00001150611,0.000004249875,0.00007720901,0.000347276,0.000001431525,0.00008075701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006510651,"threshold_uncertainty_score":0.03443199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09175068948871512,"score_gpt":0.4698718675987889,"score_spread":0.3781211781100737,"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."}}