{"id":"W2260211707","doi":"10.1136/bmj.h6196","title":"Quarter of patients think it's fine to use friend or family member's antibiotics, survey finds","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confusion; Quarter (Canadian coin); Commodity; EXPOSE; Medicine; Public health; Antibiotics; Family medicine; Law; Political science; Business; History; Nursing; Psychology; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002318004,0.0001714697,0.0004551829,0.00009741263,0.0001495973,0.000008975872,0.0001880106,0.0003322329,0.0001794171],"category_scores_gemma":[0.002190823,0.0001229409,0.00004538157,0.0002061814,0.00002491374,0.000123709,0.0001207218,0.0003435089,0.0005012493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045918,"about_ca_system_score_gemma":0.0007279363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0119326,"about_ca_topic_score_gemma":0.03414261,"domain_scores_codex":[0.9965447,0.001264094,0.0009510467,0.0002850173,0.0004572045,0.000497905],"domain_scores_gemma":[0.9968834,0.0006669461,0.0003081636,0.0005811387,0.001118908,0.0004414315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001962671,0.00009934227,0.3650153,0.0002286808,0.0000193294,0.000004464597,0.01382216,0.000001915837,0.000004474678,0.00009506796,0.6200568,0.0004562013],"study_design_scores_gemma":[0.001012627,0.0005317252,0.8714236,0.0003589611,0.000006398707,2.829069e-7,0.007293007,0.00001958422,0.00001097834,0.00002017343,0.1191498,0.0001728373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840962,0.0000497959,0.00006067942,0.006756153,0.001923844,0.001530407,0.0005133006,0.00005240067,0.005017175],"genre_scores_gemma":[0.9918008,0.00001229067,0.0005070372,0.001491752,0.0003662439,0.000009972881,0.00008489229,0.00003276287,0.005694235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5064083,"threshold_uncertainty_score":0.994647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3305415904204214,"score_gpt":0.4782325199308051,"score_spread":0.1476909295103837,"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."}}