{"id":"W2593988287","doi":"10.1016/j.fertnstert.2017.01.008","title":"Introduction","year":2017,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; CReATe Fertility Centre","funders":"","keywords":"Endometriosis; Medicine; General surgery; Medical treatment; Medical therapy; Intensive care medicine; Gynecology; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059072,0.0004900451,0.0002601599,0.0009780751,0.001179293,0.002714824,0.001126476,0.001289734,0.3881558],"category_scores_gemma":[0.003481631,0.0001417509,0.0004291874,0.0007929014,0.0006877925,0.001126479,0.002019606,0.001198631,0.1984942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101061,"about_ca_system_score_gemma":0.002471441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462137,"about_ca_topic_score_gemma":0.003022418,"domain_scores_codex":[0.9991786,0.0001397729,0.0000327606,0.0001791188,0.0003374965,0.0001322938],"domain_scores_gemma":[0.9987401,0.0001899055,0.00006634124,0.0001637455,0.0005143805,0.0003255536],"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":[0.0001658871,0.0001166229,0.002531194,0.0003545814,0.000009410115,0.0004817033,0.0005305745,0.0001214276,0.001202597,0.05624059,0.4467604,0.491485],"study_design_scores_gemma":[0.000007842561,0.00002500906,0.0007339575,0.0001244833,0.00000341537,0.0002895771,0.0001554827,0.00002867511,0.0002779765,0.003340739,0.9950079,0.000004980217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.005768246,0.003650949,0.008673246,0.01253441,0.006528874,0.0003087235,0.00395122,0.001078918,0.9575054],"genre_scores_gemma":[0.03184506,0.003329861,0.007270408,0.009906712,0.001525762,0.0003173196,0.004121232,0.000385822,0.9412979],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3881558,"threshold_uncertainty_score":0.8727214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509934651888137,"score_gpt":0.3451535260711962,"score_spread":0.3000541795523148,"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."}}