{"id":"W7000347925","doi":"","title":"Evaluating the Effectiveness of the Mozambique-Canada Maternal Health Abstraction Tool (MCMH Tool) in the Identification of Maternal Near Miss (MNM) Events","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Yardstick; Near miss; Abstraction; Maternal morbidity; Maternal death","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":[],"consensus_categories":[],"category_scores_codex":[0.03009885,0.001282356,0.001598507,0.001733445,0.001796626,0.001941992,0.002172565,0.001113359,0.003336194],"category_scores_gemma":[0.09034159,0.0006014589,0.002544692,0.00186849,0.0009842002,0.001164467,0.002190233,0.00189557,0.0003931011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02281289,"about_ca_system_score_gemma":0.03202888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6645429,"about_ca_topic_score_gemma":0.6823317,"domain_scores_codex":[0.9842482,0.008920105,0.001375195,0.0008530675,0.003290315,0.001313073],"domain_scores_gemma":[0.9483903,0.02538648,0.007359773,0.001229163,0.01292364,0.004710587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01268872,0.002934769,0.7813497,0.005049528,0.002424196,0.000301082,0.006382434,0.005330247,0.0004103544,0.001164939,0.0145547,0.1674094],"study_design_scores_gemma":[0.002586751,0.007548429,0.9492241,0.004025358,0.002091814,0.0001304836,0.003470625,0.01944675,0.0008065056,0.0004227625,0.009995606,0.000251032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558687,0.004363566,0.002823814,0.003533868,0.0002493926,0.01124498,0.009434753,0.0001587718,0.01232213],"genre_scores_gemma":[0.9733612,0.001487941,0.01355857,0.0005925774,0.00004663588,0.006042379,0.00357833,0.00002596106,0.001306402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645429,"threshold_uncertainty_score":0.6748653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753030010127377,"score_gpt":0.2578738943948964,"score_spread":0.2403435942936226,"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."}}