{"id":"W4366402927","doi":"10.2196/44825","title":"Fertility Preservation Techniques in Neuro-Oncology Patients: Protocol for a Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility preservation; Fertility; Medicine; Oocyte cryopreservation; Protocol (science); Gynecology; Intensive care medicine; Family medicine; Alternative medicine; Population; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05492527,0.004784799,0.01614195,0.01105848,0.003796102,0.006545541,0.003903386,0.005725692,0.07659106],"category_scores_gemma":[0.09065511,0.004255078,0.01560085,0.01106158,0.004153955,0.006839303,0.004500005,0.006079066,0.006630837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275594,"about_ca_system_score_gemma":0.04301981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004239541,"about_ca_topic_score_gemma":0.01137148,"domain_scores_codex":[0.9706062,0.01225518,0.009743608,0.002464814,0.003479856,0.001450276],"domain_scores_gemma":[0.9548442,0.01752472,0.01043578,0.004059709,0.01131461,0.00182104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007072323,0.0003102537,0.0006134604,0.9262143,0.003618914,0.0004216318,0.001303007,0.001075631,0.00124991,0.003787087,0.03059056,0.02374285],"study_design_scores_gemma":[0.04624403,0.002782043,0.006655014,0.6447525,0.01995648,0.0007753603,0.001948768,0.001753032,0.002214602,0.01342355,0.2589041,0.0005905069],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003711649,0.00219566,0.001138834,0.0004571401,0.0003121182,0.9894622,0.005470009,0.00008827212,0.0005045212],"genre_scores_gemma":[0.0003542104,0.0008398055,0.001739237,0.000175749,0.00002253529,0.9961195,0.000536807,0.000006695998,0.0002055907],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07659106,"threshold_uncertainty_score":0.2904761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5899503572210152,"score_gpt":0.6622519088869422,"score_spread":0.072301551665927,"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."}}