{"id":"W3195568969","doi":"10.3138/jammi-2021-05-30","title":"Popularization of “10”","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004790389,0.0003716153,0.0002622793,0.0010413,0.004130136,0.004399772,0.000948507,0.003064275,0.050385],"category_scores_gemma":[0.01307493,0.0002162235,0.0003554258,0.00114121,0.005471171,0.002427043,0.002830412,0.006701796,0.008985934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004653104,"about_ca_system_score_gemma":0.00656684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03046608,"about_ca_topic_score_gemma":0.05644109,"domain_scores_codex":[0.9947595,0.001500521,0.0002314593,0.0005050162,0.001722424,0.001281035],"domain_scores_gemma":[0.9889721,0.002705458,0.0009826996,0.0006880687,0.003753229,0.002898464],"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":[0.0001444642,0.0001024962,0.005368666,0.000252992,0.00001106925,0.0003694304,0.009458284,0.00007520846,0.001946151,0.2432948,0.6580433,0.08093309],"study_design_scores_gemma":[0.00001058678,0.00005345056,0.007166229,0.0001292699,0.000003839444,0.0001944622,0.002816511,0.0000544923,0.0002663005,0.002220868,0.9870681,0.00001590634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03549694,0.002595579,0.00188882,0.1757815,0.02173565,0.00007021682,0.0005377583,0.0002870544,0.7616065],"genre_scores_gemma":[0.3693231,0.002634113,0.001504947,0.1533147,0.008630768,0.0001366435,0.0005385864,0.0003333297,0.4635838],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.050385,"threshold_uncertainty_score":0.1685546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003934899529351131,"score_gpt":0.2242443241728379,"score_spread":0.2203094246434868,"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."}}