{"id":"W2895336162","doi":"10.9745/ghsp-d-18-00291","title":"Helping Babies Breathe—Beyond Training","year":2018,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Training (meteorology); Asphyxia; Psychology; Medicine; Nursing; Medical education; Pediatrics; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002392773,0.0002960197,0.0005464248,0.0001409941,0.001092151,0.0001657729,0.0001944101,0.0001932164,0.00004695742],"category_scores_gemma":[0.002108669,0.0002549659,0.00006362576,0.0009149708,0.001577558,0.0007106991,0.0002283206,0.0007436179,0.0001466509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000620237,"about_ca_system_score_gemma":0.005135747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000464713,"about_ca_topic_score_gemma":0.00003834733,"domain_scores_codex":[0.9963421,0.00009973908,0.0003718316,0.0007913855,0.00137095,0.001024043],"domain_scores_gemma":[0.997663,0.0004315418,0.0002228001,0.0004157417,0.0008213997,0.0004454676],"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":[0.0001294812,0.00002504219,0.0002057689,0.0005625674,0.00004136434,0.0003367316,0.001225466,7.250716e-9,0.000002564938,0.00006309384,0.8880396,0.1093682],"study_design_scores_gemma":[0.0003036502,0.0005353433,0.002385038,0.0003670102,0.0001444864,0.00321409,0.001771562,0.00002324004,9.689778e-7,0.0003235039,0.9907128,0.0002183732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001527993,0.006279594,0.00001023308,0.9015011,0.0009377625,0.0005923597,0.00009340706,0.00009639097,0.08896112],"genre_scores_gemma":[0.00739817,0.000918005,0.002221113,0.9849127,0.003638705,0.0000210184,0.0000179051,0.00001744613,0.0008549444],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1091499,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07279285043276228,"score_gpt":0.42110128348779,"score_spread":0.3483084330550277,"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."}}