{"id":"W4221094794","doi":"10.2196/33239","title":"Efficacy of a Web-Based Psychoeducational Intervention for Young Adults With Fertility-Related Distress Following Cancer (Fex-Can): Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Distress; Psychosocial; Medicine; Randomized controlled trial; Fertility preservation; Quality of life (healthcare); Psychological intervention; Intervention (counseling); Clinical psychology; Psychiatry; Population; Nursing; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070864,0.0001905646,0.001177017,0.00009835167,0.0001591481,0.000006027495,0.0001069446,0.00007935919,0.0008792908],"category_scores_gemma":[0.0004298459,0.0001326185,0.0008899433,0.0002190829,0.0001788843,0.00003801821,0.00001983477,0.0002364091,4.145089e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855985,"about_ca_system_score_gemma":0.0005576085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003380251,"about_ca_topic_score_gemma":0.0001640132,"domain_scores_codex":[0.9978189,0.000438634,0.0007188457,0.0005111449,0.000299616,0.0002128468],"domain_scores_gemma":[0.9985267,0.0004001026,0.0004448285,0.0003236646,0.0002372004,0.00006748316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9846992,0.001579575,0.008774783,0.000136555,0.001201864,0.000001211529,0.000481695,0.00009634521,0.0006172174,0.00001794615,0.000277267,0.002116292],"study_design_scores_gemma":[0.9186223,0.000755041,0.07787001,0.0002409322,0.0007166375,0.000001135279,0.0001247905,0.0009282994,0.000277561,0.00005933003,0.0002751014,0.0001289323],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811617,0.001811979,0.000108374,0.001846214,0.001825161,0.01289122,0.0001849787,0.00004123669,0.0001291636],"genre_scores_gemma":[0.9590135,0.000009562999,0.0000481431,0.0001035077,0.0001645811,0.03949928,0.0002508885,0.00001996528,0.0008906092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06909522,"threshold_uncertainty_score":0.9627618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371292524803804,"score_gpt":0.3375200140873203,"score_spread":0.3238070888392823,"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."}}