{"id":"W6902088677","doi":"10.6084/m9.figshare.14314432","title":"Additional file 12 of Neonatal resuscitation: EN-BIRTH multi-country validation study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Data collection; Data validation; Public access; Data file; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00234918,0.0008748973,0.0007810181,0.001750123,0.001099826,0.001087317,0.001668834,0.001056765,0.7305831],"category_scores_gemma":[0.04079157,0.0004797923,0.000971298,0.00289255,0.000266408,0.001581499,0.001133176,0.0009068292,0.07933346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340634,"about_ca_system_score_gemma":0.002024258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900471,"about_ca_topic_score_gemma":0.02018877,"domain_scores_codex":[0.9987655,0.0003692548,0.0003184524,0.0002012427,0.0001850077,0.0001605527],"domain_scores_gemma":[0.9745248,0.01583755,0.00299289,0.001451402,0.004598842,0.0005946882],"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":[0.0004892168,0.0001107154,0.006779953,0.002028837,0.00005617943,0.00004592523,0.0001166248,0.0002200363,0.00002908769,0.0006617191,0.9837445,0.005717188],"study_design_scores_gemma":[0.01508093,0.0008142932,0.2360271,0.02149861,0.0005748522,0.0007472428,0.003360964,0.002263878,0.0009200622,0.009965318,0.7084868,0.0002600627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0006222432,0.0000226051,0.0001566677,0.0001394042,0.00002224083,0.000231675,0.9968533,0.00006003139,0.001891954],"genre_scores_gemma":[0.02429149,0.000237119,0.002312885,0.0008215697,0.0001182231,0.009124619,0.9465806,0.000296438,0.01621693],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7305831,"threshold_uncertainty_score":0.3842905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07962686786326578,"score_gpt":0.3738103354532503,"score_spread":0.2941834675899845,"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."}}