{"id":"W436550932","doi":"10.1051/medsci/20153104010","title":"Nouvelles perspectives pour prévenir le travail préterme","year":2015,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Cegep Edouard Montpetit; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117748,0.0003894594,0.0005208746,0.0002452481,0.0004807591,0.000192413,0.000596904,0.0001890166,0.0007106222],"category_scores_gemma":[0.0006271541,0.0003370093,0.0001918882,0.0007141088,0.002348294,0.0005215603,0.0001359064,0.0003451739,0.0009816161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997701,"about_ca_system_score_gemma":0.00310529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006776148,"about_ca_topic_score_gemma":0.0001322896,"domain_scores_codex":[0.9965672,0.000232896,0.0004514985,0.000821083,0.0008730229,0.001054315],"domain_scores_gemma":[0.9983248,0.0002049084,0.0001747932,0.0003541555,0.000232662,0.0007086452],"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":[0.0006004391,0.004645287,0.2120495,0.000679395,0.0004505747,0.001031327,0.08212703,0.0002453925,0.006019061,0.08433323,0.4391227,0.168696],"study_design_scores_gemma":[0.01792262,0.01055604,0.2773244,0.002986008,0.0005878528,0.002355628,0.3168129,0.006766233,0.007974125,0.01798889,0.336144,0.002581343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087802,0.1122993,0.0004497742,0.02587522,0.003833178,0.0005111041,0.00006814661,0.0001530873,0.14803],"genre_scores_gemma":[0.9438217,0.002247431,0.002663059,0.0005948192,0.002984637,0.00002435622,0.000006953971,0.00003252583,0.04762446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2350416,"threshold_uncertainty_score":0.9999082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488542444260597,"score_gpt":0.3024151438520499,"score_spread":0.257529719409444,"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."}}