{"id":"W4400297975","doi":"10.1093/humrep/deae108.087","title":"O-081 Navigating the crossroads: unraveling predictors for treatment discontinuation in couples pursuing assisted reproduction: findings from a 2-year prospective study","year":2024,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Discontinuation; Reproduction; Prospective cohort study; Medicine; Gynecology; Psychology; Internal medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684568,0.0002914362,0.000434053,0.0002123623,0.0006087946,0.0001973866,0.00010683,0.0001223282,0.00001612939],"category_scores_gemma":[0.001509043,0.0002061477,0.0001322676,0.0007389282,0.0001840683,0.0002747663,0.00004951228,0.0004457128,0.000008630019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008116328,"about_ca_system_score_gemma":0.0001394917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008631486,"about_ca_topic_score_gemma":0.0002051627,"domain_scores_codex":[0.9964895,0.00008910025,0.0006976098,0.001985587,0.0003648138,0.000373348],"domain_scores_gemma":[0.9982147,0.0001138672,0.0001736162,0.001194915,0.0002539977,0.00004888574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197323,0.00207838,0.7301857,0.0003084837,0.0007097737,0.0000503277,0.03175773,0.0002427421,0.0506359,0.001377843,0.0003741686,0.1810817],"study_design_scores_gemma":[0.002305045,0.002568469,0.9393007,0.0007660353,0.0003606511,0.00005958121,0.01979143,0.0003238334,0.02989512,0.00250241,0.001832939,0.0002937994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851964,0.002819742,0.0001595789,0.004169941,0.001229861,0.005617522,0.00001393994,0.0007209051,0.00007207022],"genre_scores_gemma":[0.9944443,0.00009020568,0.0006643275,0.000009507597,0.002225067,0.001601012,0.0001319749,0.00005717872,0.000776495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.209115,"threshold_uncertainty_score":0.840646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759821735599093,"score_gpt":0.3750930040096865,"score_spread":0.3174947866536956,"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."}}