{"id":"W4200583055","doi":"10.1002/ijgo.13884","title":"Special Session Abstracts","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Session (web analytics); Computer science; Information retrieval; Psychology; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001619787,0.00008941313,0.0002410732,0.000283378,0.00003283089,0.00003280902,0.0001890091,0.00013838,0.001484653],"category_scores_gemma":[0.006220804,0.00007906862,0.0001798243,0.00018279,0.00004393109,0.0001453893,0.00006121294,0.0003978169,0.00006590464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361328,"about_ca_system_score_gemma":0.0005727765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001134778,"about_ca_topic_score_gemma":0.000004413148,"domain_scores_codex":[0.9986239,0.00004145892,0.0005318047,0.0001107525,0.000538268,0.0001538153],"domain_scores_gemma":[0.9969921,0.0008317733,0.0003643956,0.0001015641,0.001540938,0.0001692358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007196328,0.001615171,0.2342252,0.00005055233,0.001319453,0.07584784,0.0006203724,0.000100508,0.01204983,0.001476849,0.1120647,0.5599099],"study_design_scores_gemma":[0.004034149,0.0004326444,0.3831035,0.0001213011,0.0001169546,0.009361713,0.0002341453,0.00001921342,0.01076135,0.0007772297,0.5909054,0.0001324625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334266,0.001013476,0.0001328405,0.004230614,0.02581324,0.00004865334,0.00001226527,0.00001154792,0.0353108],"genre_scores_gemma":[0.9882393,0.0009880682,0.001498459,0.001543268,0.006284995,6.534733e-7,0.00001966451,0.00001097324,0.00141458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5597774,"threshold_uncertainty_score":0.9994282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559829074581002,"score_gpt":0.2930961450824816,"score_spread":0.2774978543366716,"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."}}