{"id":"W6926950213","doi":"10.25446/oxford.25781907","title":"54018: Canadian Field Ambulance","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004564375,0.001428537,0.0004873728,0.001706025,0.00544743,0.002646946,0.0014057,0.002942797,0.7349312],"category_scores_gemma":[0.001715684,0.0003904721,0.0005063941,0.001549762,0.0009087611,0.0009493628,0.001667937,0.002025637,0.3860074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01008511,"about_ca_system_score_gemma":0.0231008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7540097,"about_ca_topic_score_gemma":0.9085875,"domain_scores_codex":[0.9993223,0.00002442479,0.00001625556,0.00006593648,0.0003057607,0.000265324],"domain_scores_gemma":[0.9973048,0.00007267242,0.00003850206,0.00005873036,0.001394915,0.001130365],"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":[0.00005215706,0.00002341892,0.0004205369,0.00004859719,0.000001843241,0.0001223782,0.00003940571,0.00007369128,0.0001844613,0.001493071,0.9575221,0.04001836],"study_design_scores_gemma":[0.00001266088,0.00001493536,0.001410238,0.00006170612,0.000001795037,0.00007175039,0.00008324978,0.00008795286,0.00007398262,0.0002103017,0.9979625,0.000009035062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006201965,0.0007528704,0.000238339,0.002311514,0.001059342,0.0001278541,0.0056852,0.0005160485,0.9886886],"genre_scores_gemma":[0.002662051,0.0004632334,0.0002039964,0.0009353209,0.000107528,0.00002908738,0.001700222,0.0001659288,0.9937326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7349312,"threshold_uncertainty_score":0.494878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287830309652577,"score_gpt":0.2894882982458011,"score_spread":0.2666099951492753,"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."}}