{"id":"W4400263638","doi":"10.2196/56594","title":"Quality of Chronic Obstructive Pulmonary Disease Information on the Chinese Internet: Website Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; The Internet; Medicine; Pulmonary disease; Quality (philosophy); Quality Score; Physical therapy; Disease; Enthusiasm; Internal medicine; Computer science; World Wide Web; Psychology; Business; Marketing","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":[0.003355776,0.000313357,0.0006646338,0.003766197,0.0007031527,0.001016083,0.0003779974,0.000483634,0.001183465],"category_scores_gemma":[0.00790651,0.0002101005,0.001020277,0.003322466,0.0005485851,0.001054652,0.0008514317,0.0003567342,0.0001327981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534919,"about_ca_system_score_gemma":0.001322633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008894613,"about_ca_topic_score_gemma":0.008299538,"domain_scores_codex":[0.9979323,0.0003992052,0.0004485109,0.0002078887,0.0008359696,0.0001760997],"domain_scores_gemma":[0.9926042,0.001912779,0.00237121,0.0002703669,0.001655552,0.001186031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002319852,0.000505542,0.9905111,0.0001455383,0.0001390209,0.0001057362,0.0007762137,0.0001009126,0.0002332435,0.00003010411,0.0001754003,0.007045222],"study_design_scores_gemma":[0.0000394253,0.0005016592,0.997534,0.00001689975,0.00009646676,0.0001054792,0.0006452238,0.0006879702,0.0001801696,0.00001634684,0.0001632874,0.00001305506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990803,0.0000861822,0.00004478999,0.00002111386,0.000001979099,0.0001008142,0.0001697209,0.000002818055,0.000492214],"genre_scores_gemma":[0.9990908,0.00009802553,0.0001591884,0.00001884011,0.000006017787,0.0000831774,0.0003868143,0.00000144397,0.0001556925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008894613,"threshold_uncertainty_score":0.01774722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158532230102087,"score_gpt":0.593478872765887,"score_spread":0.4349466426638,"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."}}