{"id":"W4391715126","doi":"10.1007/978-3-031-17299-1_3172","title":"Vital Signs: Toronto","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vital signs; Medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003853618,0.001582408,0.0007236741,0.00220368,0.003622458,0.0056194,0.0008215526,0.001572165,0.4137932],"category_scores_gemma":[0.001562544,0.0008693414,0.0004120633,0.004996641,0.0009954287,0.00282561,0.002000373,0.002618869,0.2384957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007143668,"about_ca_system_score_gemma":0.00897222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4013529,"about_ca_topic_score_gemma":0.7110009,"domain_scores_codex":[0.9995849,0.00004295701,0.0000191185,0.00008180483,0.0001989918,0.00007236442],"domain_scores_gemma":[0.9994287,0.00007367398,0.00003003027,0.00007540967,0.0002743671,0.0001178484],"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":[0.0000120419,0.000004584217,0.0001518461,0.00007305643,0.000001741892,0.00005352773,0.0001739603,0.0002053419,0.0000763436,0.01365128,0.9089221,0.07667403],"study_design_scores_gemma":[0.000001675017,0.000001972758,0.0002927841,0.00006603113,0.000001457851,0.00002140714,0.000122505,0.00006708632,0.00005547957,0.001637665,0.9977272,0.000004635189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003064717,0.0137628,0.001131431,0.003091011,0.001430199,0.00003103462,0.004878534,0.0006215715,0.9747471],"genre_scores_gemma":[0.001604657,0.004070682,0.0003495751,0.0001740457,0.00007023208,0.00001357685,0.0006271929,0.0001951647,0.9928949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9963775,"threshold_uncertainty_score":0.8361529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687963616267715,"score_gpt":0.2830295467720628,"score_spread":0.2261499106093857,"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."}}