{"id":"W4387699485","doi":"10.1097/aog.0000000000005404","title":"Workplace Productivity Loss and Indirect Costs Associated With Preterm Birth in the United States","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"Organon BioSciences","keywords":"Medicine; Productivity; Obstetrics; Environmental health; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.001493577,0.0003160654,0.0003241863,0.001617667,0.0002537729,0.00071594,0.0004987579,0.0003248633,0.001276683],"category_scores_gemma":[0.008883413,0.0002456972,0.0008399668,0.001433091,0.0001970702,0.0004767603,0.0008368176,0.0007238649,0.0001924267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105705,"about_ca_system_score_gemma":0.0007921937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237335,"about_ca_topic_score_gemma":0.01853369,"domain_scores_codex":[0.9987984,0.0003539491,0.0002317521,0.0001974938,0.0002860834,0.0001324112],"domain_scores_gemma":[0.9947678,0.0006239476,0.003567195,0.0001998302,0.0005866831,0.0002546595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006156335,0.00002494779,0.995811,0.00004870665,0.0001890782,0.00003668316,0.00003579053,0.0004057584,0.00002470335,0.0000588558,0.0004856664,0.002817433],"study_design_scores_gemma":[0.000008819262,0.00006147899,0.9974916,0.00009161653,0.00008032178,0.0001942367,0.0001111898,0.001196549,0.00003898283,0.0000925931,0.0006259793,0.000006789451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842564,0.001895969,0.0007449759,0.0003922306,0.00003458104,0.00003928303,0.01147638,0.00001414379,0.001145938],"genre_scores_gemma":[0.9940305,0.0007139106,0.0004440471,0.00006789529,0.00002795637,0.00004737107,0.004385834,0.000004083643,0.0002783783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237335,"threshold_uncertainty_score":0.04719073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487000025230482,"score_gpt":0.2439359923115662,"score_spread":0.2290659920592613,"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."}}