{"id":"W4405566618","doi":"10.2196/63314","title":"Identifying Preferred Features of Influenza Vaccination Programs Among Chinese Clinicians Practicing Traditional Chinese Medicine and Western Medicine: Discrete Choice Experiment","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; China; Vaccination; Medicine; Family medicine; Environmental health; Virology; Geography; Computer science; World Wide Web","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":[0.009469518,0.0008541059,0.00120989,0.0003235839,0.0008403066,0.001434252,0.0008952018,0.001535334,0.005945791],"category_scores_gemma":[0.01755153,0.0005546964,0.001141485,0.0003972892,0.001093928,0.000777791,0.0006940269,0.001791697,0.0004964981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380238,"about_ca_system_score_gemma":0.002262571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254068,"about_ca_topic_score_gemma":0.001967989,"domain_scores_codex":[0.9968793,0.00174753,0.0002685046,0.0004483559,0.0003023039,0.0003539618],"domain_scores_gemma":[0.979955,0.01449477,0.002427551,0.001033107,0.0005101975,0.0015795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2412495,0.1962047,0.3124797,0.002186948,0.001774807,0.0009234274,0.01309544,0.0712392,0.05281186,0.008831315,0.00267831,0.09652467],"study_design_scores_gemma":[0.05292477,0.229537,0.2480309,0.0003510253,0.001905011,0.0002561839,0.00502165,0.4232759,0.0209604,0.01291584,0.004219949,0.0006013477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997876,0.00001631707,0.0007465553,0.00005837825,0.00001627907,0.0008590201,0.0001016972,0.000005081506,0.0003205798],"genre_scores_gemma":[0.9883886,0.00006225839,0.005656357,0.0002019179,0.00002274271,0.00449637,0.0001952939,0.000002471948,0.0009741094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009469518,"threshold_uncertainty_score":0.05008024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815945189525691,"score_gpt":0.4837464128490841,"score_spread":0.302151893896515,"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."}}