{"id":"W2890922295","doi":"10.1002/pon.4874","title":"A fertility needs assessment survey of male cancer patients","year":2018,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Hospital for Sick Children; McGill University Health Centre; St Mary's Hospital Centre; Concordia University; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Fertility; Fertility preservation; Psychosocial; Sperm bank; Family medicine; Medicine; Oncofertility; Health care; Needs assessment; Information needs; Gerontology; Psychology; Environmental health; Population; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008446991,0.0001398271,0.0002024496,0.0008137507,0.0008322722,0.0003551346,0.0003464739,0.0003233459,0.002043979],"category_scores_gemma":[0.002967582,0.0001743075,0.0002591538,0.001331291,0.0002140026,0.0003736955,0.0004923372,0.0004339104,0.0002866799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003379029,"about_ca_system_score_gemma":0.003153185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.22259,"about_ca_topic_score_gemma":0.3212079,"domain_scores_codex":[0.999433,0.0001034474,0.00005847379,0.00003205741,0.0001919155,0.0001810927],"domain_scores_gemma":[0.9985608,0.0001716378,0.0004473113,0.00002186708,0.0004097987,0.0003885152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007827167,0.0001615516,0.9834731,0.00008501368,0.00001970291,0.0001239795,0.003504279,0.000039857,0.0002703984,0.00003134441,0.00262572,0.009586924],"study_design_scores_gemma":[0.00001224082,0.000146718,0.9937695,0.00002488513,0.000006273068,0.0001496373,0.003437868,0.0000678121,0.00005038315,0.000008546022,0.002319443,0.000006576158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951816,0.0002429786,0.00005360272,0.0004718531,0.00000587201,0.0001703104,0.002134327,0.000006555812,0.001732848],"genre_scores_gemma":[0.9967894,0.0003009251,0.0002954665,0.0004198065,0.00001028823,0.0001751439,0.001283669,0.000002256181,0.0007230764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.22259,"threshold_uncertainty_score":0.4425888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375873313978336,"score_gpt":0.4189450938746786,"score_spread":0.3551863607348952,"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."}}