{"id":"W6904786152","doi":"10.1371/journal.pone.0316122.s001","title":"S1 Questionnaire -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Quarter (Canadian coin); Odds; Knowledge level; Odds ratio; Public health; Antibiotics; Sample (material); Health education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003916849,0.0008154028,0.001292459,0.001165866,0.0008803407,0.001367815,0.001227797,0.001642291,0.3505791],"category_scores_gemma":[0.01194822,0.0004799247,0.0006231062,0.001316034,0.0003327131,0.001605973,0.001150853,0.002621319,0.112591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728414,"about_ca_system_score_gemma":0.002623262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025972,"about_ca_topic_score_gemma":0.003451225,"domain_scores_codex":[0.9985377,0.0004227798,0.0002519209,0.0001765788,0.0003926272,0.000218532],"domain_scores_gemma":[0.9960461,0.001502262,0.000220042,0.0002282735,0.001673312,0.0003300476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009983663,0.002010903,0.0143699,0.00227715,0.0000312085,0.0001940488,0.002363206,0.0005153831,0.0005459726,0.002788489,0.8482816,0.1256238],"study_design_scores_gemma":[0.0005551702,0.001542607,0.04352047,0.001601049,0.00003318823,0.0004060763,0.005602264,0.001277221,0.0007109693,0.003473807,0.9411879,0.00008921444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1011852,0.001549515,0.008249991,0.009206673,0.002776082,0.06766534,0.5389799,0.002031729,0.2683555],"genre_scores_gemma":[0.2065391,0.003808912,0.03260265,0.01397186,0.0006309923,0.1571139,0.2888806,0.0008886362,0.2955634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6494209,"threshold_uncertainty_score":0.9263201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436141124893149,"score_gpt":0.2458289588733848,"score_spread":0.2314675476244533,"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."}}