{"id":"W4210811635","doi":"10.1016/j.rbmo.2022.01.015","title":"Tailored support may reduce mental and relational impact of infertility on infertile patients and partners","year":2022,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ferring Pharmaceuticals","keywords":"Infertility; Mental health; Anxiety; Medicine; Psychiatry; Psychology; Clinical psychology; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.0006550508,0.0001306986,0.0002302664,0.0002696457,0.0004587491,0.000441767,0.0002939272,0.0005625091,0.009025647],"category_scores_gemma":[0.007287743,0.000083329,0.0003877144,0.0002789276,0.0001542764,0.0003825178,0.0006310543,0.0003780886,0.0002766499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498445,"about_ca_system_score_gemma":0.0006082481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144256,"about_ca_topic_score_gemma":0.003389316,"domain_scores_codex":[0.9996884,0.000160975,0.00002399069,0.0000197037,0.00004568185,0.00006133765],"domain_scores_gemma":[0.9983739,0.0007184586,0.0003903166,0.0000438048,0.00004915815,0.0004242851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002464268,0.005180329,0.2173701,0.002109152,0.0003689415,0.0006887825,0.004628059,0.0007676926,0.00123774,0.0005417634,0.007397992,0.7572452],"study_design_scores_gemma":[0.002170376,0.009323031,0.9533328,0.002099568,0.0005525504,0.001199927,0.008621247,0.001767955,0.0007023108,0.001959678,0.0182075,0.00006312451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871776,0.00346552,0.000300993,0.002937263,0.00009705046,0.0002111493,0.0001583646,0.00003818902,0.0056139],"genre_scores_gemma":[0.9953419,0.002054607,0.001129737,0.0005706178,0.0000974166,0.0001413964,0.000116005,0.000002623049,0.0005456837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009025647,"threshold_uncertainty_score":0.03019375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.050168262677144,"score_gpt":0.388003222441192,"score_spread":0.337834959764048,"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."}}