{"id":"W2143152480","doi":"10.1186/bcr2167","title":"Extended follow-up of breast cancer patients in clinic wastes time for both patients and doctors: the case for","year":2008,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tamoxifen; Breast cancer; Surgical oncology; Randomized controlled trial; Mastectomy; Oncology; Clinical trial; Cancer; Internal medicine; Adjuvant therapy","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":[0.04655714,0.0004881872,0.001694499,0.0009669372,0.00548815,0.00740182,0.004450426,0.01173485,0.01431413],"category_scores_gemma":[0.1452058,0.0006966004,0.001922949,0.001591949,0.006025886,0.01880582,0.007814946,0.02590807,0.002441125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003994649,"about_ca_system_score_gemma":0.01974204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100889,"about_ca_topic_score_gemma":0.02713247,"domain_scores_codex":[0.9700668,0.01652085,0.00243007,0.002464887,0.005478305,0.003039141],"domain_scores_gemma":[0.7856696,0.1046938,0.0189417,0.02310399,0.01967987,0.04791113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007926304,0.0006823376,0.03383282,0.001568337,0.000283106,0.002542686,0.008617991,0.0002548486,0.0004734875,0.04274942,0.5042869,0.4039153],"study_design_scores_gemma":[0.0004775159,0.001067681,0.0492697,0.01858403,0.0005210004,0.01100461,0.02270591,0.0007936841,0.0004164874,0.07299597,0.8218237,0.000339786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008386855,0.0139221,0.002105408,0.964414,0.00388413,0.00003986106,0.00006824007,0.00006229171,0.007117102],"genre_scores_gemma":[0.2810898,0.03328183,0.02491676,0.623494,0.02516405,0.0007176587,0.0003191342,0.0003483895,0.01066835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04655714,"threshold_uncertainty_score":0.2462206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238624981118461,"score_gpt":0.4297406634069449,"score_spread":0.3058781652950988,"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."}}