{"id":"W6976962445","doi":"10.6084/m9.figshare.14314441","title":"Additional file 1 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 file; Data validation; 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":[0.00249857,0.0009025834,0.0008425869,0.001898141,0.001102522,0.0009847305,0.001526632,0.0008754786,0.6736807],"category_scores_gemma":[0.03774772,0.0004806077,0.0008379942,0.00365904,0.0003122304,0.001213303,0.0009670417,0.0009411895,0.06052223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351647,"about_ca_system_score_gemma":0.002356839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01571393,"about_ca_topic_score_gemma":0.01747675,"domain_scores_codex":[0.9986312,0.0004497711,0.0002982112,0.0002821496,0.0001859131,0.0001527036],"domain_scores_gemma":[0.9742387,0.01702952,0.002814713,0.001613221,0.003772921,0.0005309838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004717483,0.0001162119,0.008174305,0.001815763,0.00007722701,0.00005060538,0.0001172884,0.0003278274,0.00003267379,0.001024027,0.9823022,0.005490151],"study_design_scores_gemma":[0.012231,0.0008671056,0.1819809,0.01387504,0.0006386332,0.001047665,0.001896985,0.002679229,0.0008978255,0.0141641,0.7694985,0.0002229346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005676503,0.00002501881,0.0002300761,0.00008321147,0.00001687432,0.0002191611,0.9975519,0.00004912625,0.001257062],"genre_scores_gemma":[0.02310023,0.0002157643,0.003023081,0.0006701889,0.00009900438,0.01010106,0.9504904,0.0002951745,0.01200506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6736807,"threshold_uncertainty_score":0.4654549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07391312363273199,"score_gpt":0.3735979973903942,"score_spread":0.2996848737576622,"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."}}