{"id":"W7115811185","doi":"","title":"METRICS FOR AYA CANCER CARE IN CANADA","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncofertility; Fertility preservation; Referral; Fertility; Scale (ratio); Cancer; MEDLINE; Young adult","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01612625,0.0009410303,0.0009672365,0.01261364,0.005159966,0.008347426,0.00307353,0.0009601736,0.007514499],"category_scores_gemma":[0.06443863,0.0005161517,0.001132717,0.02734122,0.001402065,0.002931934,0.004277664,0.001745043,0.000764426],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2298326,"about_ca_system_score_gemma":0.4050941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801666,"about_ca_topic_score_gemma":0.9809933,"domain_scores_codex":[0.975751,0.003628071,0.00203805,0.0009681003,0.01563947,0.001975291],"domain_scores_gemma":[0.8939786,0.006121706,0.005951109,0.001718252,0.0835145,0.008715813],"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":[0.0001497216,0.00018013,0.09921728,0.004280282,0.0002375848,0.0001717052,0.004104008,0.008702669,0.0004694082,0.06607715,0.3704001,0.4460099],"study_design_scores_gemma":[0.00008370678,0.0002738402,0.2953317,0.005230908,0.0001520267,0.0001681967,0.005292649,0.01534558,0.0008362165,0.01097736,0.6660291,0.000278692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09765535,0.06537883,0.04625782,0.1961061,0.004430399,0.008367614,0.1202918,0.004359051,0.4571531],"genre_scores_gemma":[0.6700745,0.05599896,0.1681139,0.005690664,0.0005717226,0.005076192,0.04804126,0.0006701105,0.04576274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2298326,"threshold_uncertainty_score":0.893285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666666003688796,"score_gpt":0.2421414733155733,"score_spread":0.2254748132786853,"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."}}