{"id":"W4394753327","doi":"10.59962/9780774869461-fm","title":"Frontmatter","year":2023,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada; Canada Council for the Arts; Federation for the Humanities and Social Sciences","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002052731,0.001449158,0.000941677,0.002292594,0.002785471,0.005146643,0.001147885,0.001646239,0.8832325],"category_scores_gemma":[0.0007637463,0.0007300024,0.0004794498,0.002628902,0.0005127296,0.002319487,0.002260506,0.00174605,0.8090086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849531,"about_ca_system_score_gemma":0.00165788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0480622,"about_ca_topic_score_gemma":0.1752178,"domain_scores_codex":[0.9997613,0.00001479306,0.000006399486,0.00004440866,0.00011479,0.00005836646],"domain_scores_gemma":[0.9996523,0.00004282622,0.00001146755,0.00005311512,0.0001421293,0.00009817148],"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":[0.00003004671,0.00002438528,0.00010242,0.00008693973,0.000002022039,0.00005329471,0.00008270229,0.00006191245,0.0002388893,0.003315476,0.8827685,0.1132334],"study_design_scores_gemma":[0.00000388031,0.000005100357,0.000303982,0.00006288657,0.000001993534,0.00003426408,0.00008250705,0.00004485403,0.0000969101,0.0005513116,0.9988079,0.000004452409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001846814,0.0005307737,0.0001371769,0.0001752185,0.0002318808,0.00001882245,0.0007177324,0.0003825596,0.9976211],"genre_scores_gemma":[0.0002628528,0.000112048,0.00003713497,0.00003983837,0.00000997583,0.000003285372,0.0001476997,0.00007236687,0.9993148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1167675,"threshold_uncertainty_score":0.1665546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181087681304992,"score_gpt":0.1813215030073915,"score_spread":0.1595106261943416,"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."}}