{"id":"W2152498867","doi":"10.1186/1756-0500-7-450","title":"A transdisciplinary approach to the decision-making process in extreme prematurity","year":2014,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; University of British Columbia","funders":"Université de Sherbrooke; Université du Québec à Rimouski; Canadian Institutes of Health Research; Université Laval","keywords":"Context (archaeology); Process (computing); Discipline; Duration (music); Health care; Medicine; Psychology; Medical education; Engineering ethics; Pediatrics; Computer science; Sociology; Social science; Political science; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04214225,0.0009771489,0.0008159707,0.002558685,0.009017875,0.01123938,0.003082301,0.006241877,0.005560475],"category_scores_gemma":[0.03692184,0.0004931241,0.001409458,0.001148845,0.01820577,0.005914578,0.01661658,0.008584933,0.0007173215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004809049,"about_ca_system_score_gemma":0.01620971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120989,"about_ca_topic_score_gemma":0.002121634,"domain_scores_codex":[0.9158101,0.07679678,0.001321825,0.001633481,0.002360367,0.002077515],"domain_scores_gemma":[0.943875,0.0405761,0.002530713,0.001458836,0.003169535,0.008389886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003028313,0.0007954466,0.007989414,0.002948802,0.0002396217,0.009458069,0.6697917,0.002177498,0.003084525,0.1402754,0.01433784,0.1485988],"study_design_scores_gemma":[0.00009280093,0.0004489364,0.004590163,0.005092099,0.0001224879,0.007745424,0.5337345,0.002754405,0.00136813,0.2545103,0.1893751,0.0001656681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2627876,0.03278993,0.3640836,0.2142405,0.008081254,0.00298574,0.0001195178,0.0002783724,0.1146335],"genre_scores_gemma":[0.8154458,0.008936568,0.1504782,0.01463653,0.001185547,0.001689403,0.00007155987,0.00008970398,0.007466693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04214225,"threshold_uncertainty_score":0.2228722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.373775698649343,"score_gpt":0.5098756799819173,"score_spread":0.1360999813325743,"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."}}