{"id":"W3199770896","doi":"10.1016/j.contraception.2021.07.042","title":"POSTER ABSTRACTS","year":2021,"lang":"en","type":"article","venue":"Contraception","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gynecology; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000169755,0.00008504839,0.0001608058,0.00003778614,0.00005962225,0.00002045789,0.00001834137,0.00008931819,0.0008235202],"category_scores_gemma":[0.0002054561,0.00007995376,0.00007488823,0.0001052494,0.00002607841,0.0001254106,0.000008198257,0.0001576431,0.0006353796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005835593,"about_ca_system_score_gemma":0.0001342024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000753216,"about_ca_topic_score_gemma":0.00001004733,"domain_scores_codex":[0.9990874,0.00003627794,0.0002272132,0.0002790418,0.0001648668,0.0002052273],"domain_scores_gemma":[0.9991962,0.00001961976,0.00005975413,0.0002744673,0.0003140995,0.0001358286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005383833,0.0004409092,0.02332175,0.0001500566,0.00005114613,0.0003855186,0.0003020726,0.000007277434,0.7149216,0.0007327007,0.004932762,0.2542158],"study_design_scores_gemma":[0.001419502,0.0001154954,0.9265963,0.00005164429,0.00004930628,0.0005302541,0.00009811761,0.00002294418,0.02895785,0.0002654172,0.04179333,0.00009984125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647545,0.001128864,0.0005634714,0.01043252,0.00041592,0.0002864388,0.000002367151,0.00009130406,0.02232457],"genre_scores_gemma":[0.9912309,0.0001246323,0.0003017637,0.001865016,0.0009229326,0.00001823201,0.00006329075,0.00001279328,0.005460463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9032745,"threshold_uncertainty_score":0.9016969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433353496682402,"score_gpt":0.3069252815076982,"score_spread":0.2825917465408742,"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."}}