{"id":"W4406330473","doi":"10.3390/cancers17020238","title":"Female Oncofertility and Immune Checkpoint Blockade in Melanoma: Where Are We Today?","year":2025,"lang":"en","type":"review","venue":"Cancers","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Pregnancy; Melanoma; Oncofertility; Fertility preservation; Disease; Oncology; Cancer; Immunotherapy; Fertility; Immune checkpoint; Gynecology; Internal medicine; Population; Cancer research; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005568187,0.0003264638,0.0009900442,0.001282616,0.000211724,0.0007596517,0.0004298589,0.0007474077,0.002789569],"category_scores_gemma":[0.00126529,0.0001618171,0.0007440037,0.001351638,0.0002840818,0.001039928,0.0003344804,0.001001114,0.0005454724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227287,"about_ca_system_score_gemma":0.001014036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366799,"about_ca_topic_score_gemma":0.003154528,"domain_scores_codex":[0.9998042,0.00005936605,0.00003527574,0.00002733933,0.00005634511,0.00001748169],"domain_scores_gemma":[0.9995641,0.0002722414,0.00006703987,0.000009920022,0.00006762575,0.00001891417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287376,0.0000363594,0.0004354575,0.04123691,0.0002409225,0.0002394405,0.00009906582,0.0001698785,0.0005936238,0.001979073,0.02362445,0.9312162],"study_design_scores_gemma":[0.00004039978,0.000213891,0.003852333,0.02935873,0.0007118343,0.003477624,0.0002059331,0.00008767835,0.0003786706,0.002557398,0.9590909,0.00002463602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008546012,0.999217,0.00002588025,0.0003130996,0.00007940056,0.000001356751,0.00001044928,0.0000017725,0.0002656621],"genre_scores_gemma":[0.0007668731,0.9987148,0.0000474878,0.0001921278,0.000092332,0.000002284126,0.00001316956,6.333303e-7,0.0001703516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002789569,"threshold_uncertainty_score":0.009332001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683509346645453,"score_gpt":0.2922173428737809,"score_spread":0.2753822494073264,"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."}}