{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003062545,0.0001809147,0.0003602159,0.0006753278,0.001353798,0.0009162072,0.0004602554,0.0005612794,0.001277954],"category_scores_gemma":[0.005308629,0.0004093834,0.0007779996,0.001155885,0.0003536857,0.0007687133,0.0007654819,0.0008748852,0.0001927215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653952,"about_ca_system_score_gemma":0.001058491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359392,"about_ca_topic_score_gemma":0.02017472,"domain_scores_codex":[0.9990714,0.0004297771,0.0001008877,0.0001028563,0.0001626575,0.000132456],"domain_scores_gemma":[0.996613,0.0008314383,0.001520184,0.0001839522,0.0003399204,0.0005115032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005698262,0.00009409156,0.9977272,0.00001301062,0.00002064715,0.00003410553,0.000673485,0.00000715803,0.00002255185,0.000009229231,0.00005274506,0.001288936],"study_design_scores_gemma":[0.00001242914,0.0003838954,0.9959902,0.00003646623,0.00003595309,0.000142746,0.00296094,0.0001143993,0.00002849904,0.00001613001,0.0002722834,0.000006046209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990982,0.0002408459,0.00008637358,0.00005753089,0.000005023654,0.0000450187,0.0002145665,0.000001213681,0.0002513505],"genre_scores_gemma":[0.9992926,0.0001536642,0.0001177287,0.00004968856,0.00000772109,0.00004820479,0.0001811999,9.946555e-7,0.0001481587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359392,"threshold_uncertainty_score":0.02702957,"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."}}