{"id":"W4403046407","doi":"10.1503/cmaj.240085","title":"<i>Mycoplasma pneumoniae</i>","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Mycoplasma pneumoniae; Computer science; World Wide Web; Data science; Medicine; Pneumonia; Internal medicine","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":[0.0003883512,0.0005259351,0.0004633034,0.0009695492,0.0006142848,0.001157276,0.0004302719,0.0007815291,0.02491851],"category_scores_gemma":[0.001720351,0.0001175687,0.000296815,0.000986113,0.0005033505,0.0003841901,0.0007945328,0.0006665707,0.0186975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000631383,"about_ca_system_score_gemma":0.0009664255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009288128,"about_ca_topic_score_gemma":0.01096587,"domain_scores_codex":[0.9990024,0.0001325293,0.00009132751,0.0001400058,0.0004625237,0.0001711578],"domain_scores_gemma":[0.9992819,0.00005852364,0.0002954599,0.00004460199,0.0001874887,0.0001320619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001033179,0.0002458988,0.1479092,0.003211958,0.00007702423,0.00480199,0.0005922621,0.0001461574,0.05023046,0.00575768,0.3379247,0.4480697],"study_design_scores_gemma":[0.00003357083,0.0004759663,0.1570834,0.001434832,0.00006680891,0.01799783,0.0004906631,0.0001274454,0.009334235,0.001319441,0.8115892,0.00004662653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2252151,0.1409504,0.01284091,0.04093171,0.009931111,0.001102756,0.03605901,0.003399919,0.5295691],"genre_scores_gemma":[0.7147288,0.06202808,0.01138929,0.0338084,0.009236328,0.0005654026,0.02302836,0.0003969593,0.1448183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02491851,"threshold_uncertainty_score":0.08336067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005949392838312026,"score_gpt":0.2456512206944021,"score_spread":0.2397018278560901,"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."}}