{"id":"W4416406822","doi":"10.12968/indn.2025.10.8a","title":"How to support younger women with breast cancer","year":2025,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002265839,0.0003574261,0.0003732679,0.0004266585,0.003508698,0.00252975,0.0008997082,0.003012081,0.02234695],"category_scores_gemma":[0.01364692,0.0002346324,0.0006066745,0.0002652564,0.0006080641,0.003067784,0.003474981,0.004060843,0.005768081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224211,"about_ca_system_score_gemma":0.0101085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006113222,"about_ca_topic_score_gemma":0.03422169,"domain_scores_codex":[0.9987331,0.0005455654,0.0000650884,0.00006321815,0.0003007835,0.0002922442],"domain_scores_gemma":[0.9895672,0.001463696,0.0006591142,0.0001929367,0.001346617,0.00677042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007060745,0.001040342,0.01563913,0.0008163652,0.00005501075,0.001439381,0.01037748,0.00008608571,0.0007171959,0.001172797,0.5147164,0.4538693],"study_design_scores_gemma":[0.0001683672,0.0007159699,0.03449459,0.005184336,0.0001453567,0.003177593,0.07789872,0.0002039238,0.0004730163,0.005006467,0.8724306,0.0001010357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1115138,0.02266014,0.003680103,0.6151475,0.03094421,0.0007654381,0.000517908,0.0003666848,0.2144043],"genre_scores_gemma":[0.4266569,0.06878572,0.02506827,0.2748426,0.01238526,0.00275921,0.00103398,0.0003552242,0.1881129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02234695,"threshold_uncertainty_score":0.07475799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008088660125421388,"score_gpt":0.2722868656789721,"score_spread":0.2641982055535507,"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."}}