{"id":"W4391344539","doi":"10.1016/j.rbmo.2024.103852","title":"Clinical factors associated with unexpected poor or suboptimal response in Poseidon criteria patients","year":2024,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Ovarian function and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Merck","keywords":"Medicine; Internal 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":[0.001165272,0.0003362141,0.0006999559,0.0007688758,0.0000498166,0.00002397146,0.00009119081,0.0002113274,0.0006376064],"category_scores_gemma":[0.007020077,0.0002050019,0.0001170238,0.002214166,0.0003545468,0.0001507839,0.00004589715,0.0005437873,0.00002546232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828239,"about_ca_system_score_gemma":0.0005308167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006629337,"about_ca_topic_score_gemma":0.00004640794,"domain_scores_codex":[0.9967837,0.0003649495,0.0007922263,0.001132032,0.0005290753,0.0003979795],"domain_scores_gemma":[0.998194,0.0004703407,0.0001318468,0.0005263689,0.0004162958,0.0002611852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1347417,0.0134928,0.7928343,0.0003094101,0.001484709,0.001442311,0.00254762,0.000005425187,0.0158584,0.00003772743,0.02512858,0.01211698],"study_design_scores_gemma":[0.008215059,0.008522903,0.9685374,0.0007464298,0.0002280385,0.00002286039,0.001193337,0.0004418036,0.0001677385,0.00001240233,0.0116426,0.0002693788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867358,0.0003526617,0.00006244724,0.01003475,0.001362862,0.0007667215,0.0001453617,0.000340039,0.0001993703],"genre_scores_gemma":[0.9929975,0.00003707515,0.0003944213,0.0006488283,0.0007056901,0.00001334561,0.001516886,0.00007318988,0.003613056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1757031,"threshold_uncertainty_score":0.8404195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583211432959264,"score_gpt":0.3761149180335442,"score_spread":0.3177937747376178,"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."}}