{"id":"W4406584403","doi":"10.1016/s1040-1741(13)00163-2","title":"10.1016/s1040-1741(13)00163-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Axillary Dissection; Breast cancer; Dissection (medical); Randomized controlled trial; Surgery; Radiology; Cancer; Mastectomy; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001332175,0.003480977,0.002206046,0.003135097,0.002744856,0.004478022,0.004119948,0.006965985,0.9891679],"category_scores_gemma":[0.001658754,0.001245426,0.002166805,0.002738133,0.00229509,0.005704966,0.003128131,0.003819119,0.9927643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380392,"about_ca_system_score_gemma":0.001405289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861478,"about_ca_topic_score_gemma":0.00327817,"domain_scores_codex":[0.999258,0.00004447206,0.00006520862,0.0002753283,0.0002121619,0.0001449445],"domain_scores_gemma":[0.9975382,0.0006008385,0.0001687934,0.0002541634,0.0005029797,0.0009349823],"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":[0.0004921417,0.0002742996,0.0008617018,0.0008137829,0.00004760369,0.0002697779,0.00009388569,0.0004756339,0.002412678,0.005584739,0.3320472,0.6566266],"study_design_scores_gemma":[0.00007978902,0.0001549851,0.0009150042,0.0003406929,0.00001616041,0.000468236,0.0001108513,0.0001828466,0.000474456,0.0006545626,0.9965709,0.00003147738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004844627,0.0007336669,0.0007253449,0.0005622133,0.0005379488,0.0001297405,0.0008602556,0.0008504539,0.9951159],"genre_scores_gemma":[0.0004844339,0.0002999597,0.00040561,0.0002568149,0.000131304,0.00006745956,0.0004290967,0.000132623,0.9977926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01083207,"threshold_uncertainty_score":0.01545054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003533554007360388,"score_gpt":0.1773262504271654,"score_spread":0.173792696419805,"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."}}