{"id":"W4310436361","doi":"10.17918/00001351","title":"Elevated bacterial STI incidence in Canada","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Geography; Medicine; Physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.001357463,0.0003180845,0.0006391729,0.002150635,0.004568917,0.002064495,0.001382418,0.0004273794,0.005854211],"category_scores_gemma":[0.005753571,0.0004473741,0.0008375791,0.007277911,0.001132886,0.0007865307,0.001691604,0.001480787,0.0003251735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0633714,"about_ca_system_score_gemma":0.1503661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979525,"about_ca_topic_score_gemma":0.998963,"domain_scores_codex":[0.9977551,0.0001503828,0.0001216857,0.0003100866,0.0009670152,0.0006957946],"domain_scores_gemma":[0.9950871,0.0002754018,0.0007713824,0.0001626193,0.002870414,0.0008330632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001261318,0.00005265197,0.9495568,0.0003816694,0.0001275054,0.000188589,0.006837232,0.0002042551,0.0002444378,0.001480709,0.01128989,0.02951001],"study_design_scores_gemma":[0.00001568159,0.00005599984,0.9781918,0.0004168297,0.00007513916,0.0001281135,0.00817404,0.0003782378,0.0001540036,0.0002085265,0.01215544,0.00004604743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219272,0.006696504,0.0006016393,0.005870364,0.0001711622,0.0004035894,0.03701688,0.0000837759,0.02722893],"genre_scores_gemma":[0.9795856,0.006591438,0.0009521734,0.001057824,0.00003615997,0.00009727152,0.00579007,0.0000258838,0.005863424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0633714,"threshold_uncertainty_score":0.4597938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005577665641531878,"score_gpt":0.2511851141055599,"score_spread":0.2456074484640281,"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."}}