{"id":"W4213215945","doi":"10.1016/s1701-2163(16)35360-9","title":"Introduction","year":2012,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001273314,0.0005132212,0.0002832127,0.0009443559,0.001314011,0.002674398,0.001258938,0.001442117,0.3964981],"category_scores_gemma":[0.005265448,0.0001603879,0.0004691229,0.0008071528,0.0007209435,0.001184551,0.001982042,0.001418065,0.1883712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653345,"about_ca_system_score_gemma":0.00512915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007266382,"about_ca_topic_score_gemma":0.009373213,"domain_scores_codex":[0.9989845,0.0001538907,0.0000381125,0.000215261,0.0004180584,0.0001901598],"domain_scores_gemma":[0.997951,0.0002892732,0.0000949327,0.0001860836,0.0008945799,0.0005840917],"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":[0.00009849787,0.00008764125,0.002349132,0.0003159454,0.000006270397,0.0003779588,0.0003829853,0.00007820939,0.0004415829,0.02739188,0.6883826,0.2800873],"study_design_scores_gemma":[0.00000723663,0.00002243659,0.0009253563,0.0001975048,0.000003207596,0.0003166018,0.0001649487,0.00001721241,0.000123474,0.001960314,0.9962566,0.000005005717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004835058,0.005138547,0.005933453,0.02798941,0.01412245,0.0003817118,0.005499969,0.001036744,0.9350626],"genre_scores_gemma":[0.02386149,0.004990341,0.004844786,0.01974936,0.002896616,0.0003546467,0.004215293,0.0004043207,0.9386831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6035019,"threshold_uncertainty_score":0.8608221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073803075303838,"score_gpt":0.2185221486259352,"score_spread":0.2077841178728968,"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."}}