{"id":"W6923031937","doi":"10.1371/journal.pone.0181957.g005","title":"Percentage of antibiotic prescriptions for treating outpatient paediatric (age ≤ 19 yrs.) acute rhinosinusitis by Canadian physicians by antibiotic class, 2007–2013.","year":2017,"lang":"en","type":"other","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Antibiotics; Sinusitis; Antibacterial agent; Outpatient clinic; Ambulatory care","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001276792,0.000303936,0.000464647,0.0003079073,0.0007335031,0.0001772801,0.000798611,0.0006494527,0.01868684],"category_scores_gemma":[0.001083455,0.0003211219,0.0001989462,0.0001853171,0.0001226731,0.0001258262,0.00006378403,0.0002517282,0.0001556005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998961,"about_ca_system_score_gemma":0.0005658989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1810821,"about_ca_topic_score_gemma":0.1845059,"domain_scores_codex":[0.9982435,0.0001334516,0.0002489482,0.0004738744,0.0002910112,0.0006092533],"domain_scores_gemma":[0.9982993,0.0001574723,0.000667099,0.0005632082,0.000105361,0.0002075739],"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":[9.017638e-7,0.00006411722,0.0002721056,0.0002111997,0.00006129877,0.000003436274,0.0007321078,1.670205e-7,0.00005384702,0.00004963405,0.9912648,0.007286384],"study_design_scores_gemma":[0.0001676395,0.00005965288,0.0001937489,0.001319606,0.0001029857,2.821863e-7,0.001344874,0.000005780263,0.0001369785,0.00002205437,0.9962966,0.0003497896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001453276,0.004448124,0.00000972967,0.0008606702,0.000789062,0.00169478,0.7585364,0.0002780933,0.2332378],"genre_scores_gemma":[0.01445806,0.001965816,0.003555923,0.0004352723,0.001294047,0.0001448601,0.1803681,0.0004488217,0.7973291],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5781683,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660713638025397,"score_gpt":0.331667670988173,"score_spread":0.295060534607919,"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."}}