{"id":"W2031401446","doi":"10.1503/cmaj.141344","title":"If nothing happens, is everything all right? Distinguishing genuine reassurance from a false sense of security","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Computer science; Psychology; Medicine; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001819055,0.0003507406,0.0008876382,0.0001975304,0.0004413628,0.00009492128,0.0005157588,0.003444734,0.003446159],"category_scores_gemma":[0.002912663,0.0003142502,0.0003154547,0.0001237717,0.0001498349,0.0001072697,0.00004431974,0.006628322,0.0003092757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874263,"about_ca_system_score_gemma":0.001607694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638108,"about_ca_topic_score_gemma":0.01144843,"domain_scores_codex":[0.9963104,0.0007609354,0.001021957,0.0004227206,0.0005834688,0.0009005108],"domain_scores_gemma":[0.9966217,0.0008913871,0.001416414,0.0002939338,0.0004749642,0.0003015629],"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":[0.00001077701,0.0000125829,0.002072654,0.00006238617,0.0007479904,0.001842976,0.002450422,4.304088e-7,0.0001529088,0.00001630559,0.9919587,0.0006719159],"study_design_scores_gemma":[0.0007189987,0.00002382738,0.0006259132,0.001156006,0.00016768,0.0004449524,0.0001233939,0.00002634557,0.0001599561,0.0003026376,0.9959044,0.0003458623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04528239,0.004694548,0.0002216265,0.9407954,0.005363659,0.0002000389,0.001006169,0.00004772209,0.002388418],"genre_scores_gemma":[0.2047845,0.0004254135,0.0001195159,0.7835523,0.008114865,0.000001331725,0.0005898548,0.00006314574,0.002349058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1595021,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006120178150418035,"score_gpt":0.2113521539200324,"score_spread":0.2052319757696144,"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."}}