{"id":"W4403375891","doi":"10.2196/49328","title":"Web-Based Platform for Systematic Reviews and Meta-Analyses of Traditional Chinese Medicine: Platform Development Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Meta-analysis; Work (physics); Computer science; World Wide Web; Engineering; Medicine; Mechanical engineering","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":[0.1215941,0.001386478,0.002977526,0.01725232,0.001268383,0.005034403,0.001947027,0.001456069,0.01248179],"category_scores_gemma":[0.3003394,0.001794769,0.007106636,0.01909591,0.000681426,0.007702241,0.006880711,0.002080878,0.002496418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020784,"about_ca_system_score_gemma":0.01791604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009187396,"about_ca_topic_score_gemma":0.002275277,"domain_scores_codex":[0.9278472,0.04473959,0.01639102,0.002839289,0.007466603,0.0007162937],"domain_scores_gemma":[0.6323853,0.2789081,0.03329967,0.02327699,0.02715581,0.004974154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00686539,0.001725201,0.02609585,0.2093699,0.01820283,0.0007845936,0.004821078,0.003402548,0.004132354,0.01021189,0.05298033,0.6614081],"study_design_scores_gemma":[0.04390946,0.01131953,0.1261694,0.2312776,0.1155175,0.003211809,0.003698297,0.05438717,0.01684699,0.04355519,0.3483123,0.00179478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.2065039,0.09460057,0.3375378,0.02225186,0.004607026,0.1942949,0.07215196,0.0350848,0.03296709],"genre_scores_gemma":[0.1326434,0.01540488,0.6862466,0.002572039,0.0004866859,0.147756,0.01035966,0.001921153,0.002609537],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1215941,"threshold_uncertainty_score":0.6430587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4500646193337551,"score_gpt":0.5169274785638946,"score_spread":0.06686285923013957,"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."}}