{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01115148,0.0001832615,0.0003658376,0.0007283606,0.0004072962,0.00009075561,0.0007799046,0.0001543449,0.00007006503],"category_scores_gemma":[0.02085321,0.0001161317,0.00008625535,0.002097799,0.0002531166,0.0001456242,0.0003447211,0.001554341,0.0002263943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342971,"about_ca_system_score_gemma":0.0009972735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005917792,"about_ca_topic_score_gemma":0.0005045229,"domain_scores_codex":[0.9939123,0.0009841447,0.0004539363,0.0007144277,0.002733019,0.00120211],"domain_scores_gemma":[0.9909035,0.006971783,0.00003424671,0.001024263,0.0005374934,0.0005287332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01426023,0.002673703,0.06297509,0.01100767,0.00003829359,0.0001599651,0.02206402,0.001729807,0.001940239,0.002677163,0.001784422,0.8786894],"study_design_scores_gemma":[0.006423291,0.003621573,0.8061252,0.007663525,0.00002644004,0.0002118512,0.006951832,0.09378283,0.003136117,0.03429994,0.03679348,0.0009638881],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713917,0.002020958,0.01089374,0.003386802,0.00005992664,0.003852313,0.000007254438,0.00006550484,0.008321795],"genre_scores_gemma":[0.9914542,0.00003740469,0.00709343,0.0002831607,0.000331664,0.0006382331,0.000003414622,0.00004481046,0.0001136861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8777255,"threshold_uncertainty_score":0.9873946,"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."}}