{"id":"W2894247253","doi":"10.1093/inthealth/ihy068","title":"Knowledge acquisition after Helping Babies Survive training in rural Tanzania","year":2018,"lang":"en","type":"article","venue":"International Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Tanzania; Training (meteorology); Medicine; Family medicine; Nursing; Medical education; Psychology; Pediatrics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077401,0.0001072958,0.0002038288,0.0001576547,0.00006091503,0.00001716118,0.00008436159,0.00004936789,0.0003814555],"category_scores_gemma":[0.00001889016,0.00009593023,0.00004409859,0.0001179047,0.00005700573,0.0001033072,0.00003959524,0.0001474646,0.0002680562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422057,"about_ca_system_score_gemma":0.0002797561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017316,"about_ca_topic_score_gemma":0.001285552,"domain_scores_codex":[0.9988993,0.00005273208,0.0003390824,0.0001738141,0.0002280087,0.0003070156],"domain_scores_gemma":[0.999489,0.0000283007,0.00007748653,0.00008883841,0.0001604856,0.0001558792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002605289,0.0005381887,0.8558221,0.0003938453,0.0001030401,0.0001257435,0.02934514,0.000003110486,0.0004624907,0.02035978,0.00464752,0.08559377],"study_design_scores_gemma":[0.00122936,0.0004278806,0.9845969,0.000839725,0.000003717599,0.0001349106,0.00102472,0.0005479739,0.00007341203,0.001663437,0.009352186,0.000105739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971681,0.0004531174,0.0001146587,0.01194324,0.001232488,0.0002090536,0.00002968724,0.00004770003,0.01428907],"genre_scores_gemma":[0.9909744,0.00008817358,0.0003322891,0.006671413,0.001303334,0.0000161705,0.00003536707,0.00001216178,0.0005666956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1287749,"threshold_uncertainty_score":0.417667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550862504036512,"score_gpt":0.3523131901709499,"score_spread":0.3268045651305848,"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."}}