{"id":"W3022018790","doi":"10.1016/j.ijrobp.2006.07.424","title":"2022","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Lymphedema; Lumpectomy; Breast cancer; Mastectomy; Radiation therapy; Surgery; Randomized controlled trial; Axillary Dissection; Medical record; Cancer; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003072385,0.0009519074,0.0003548074,0.001495579,0.0009732716,0.002259507,0.000643916,0.001306841,0.8008921],"category_scores_gemma":[0.0006303212,0.0002562262,0.0003801695,0.001017268,0.0003971453,0.0009955752,0.0009910101,0.0007511384,0.7666149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018784,"about_ca_system_score_gemma":0.0006470155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352227,"about_ca_topic_score_gemma":0.003103601,"domain_scores_codex":[0.9997812,0.0000198843,0.000011762,0.00005827557,0.00009458977,0.00003421423],"domain_scores_gemma":[0.9995748,0.0000516672,0.00001393934,0.00007647111,0.0001785107,0.0001045856],"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":[0.0001312711,0.0001789993,0.001112179,0.0001511147,0.00001971752,0.000228614,0.00008153317,0.000256822,0.0141716,0.01808631,0.5473509,0.4182309],"study_design_scores_gemma":[0.00001189353,0.00002675073,0.000994639,0.00004718501,0.000006878082,0.0002900539,0.00004513215,0.0002460116,0.001607887,0.001288815,0.9954282,0.000006529629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001805254,0.0008099336,0.00258028,0.001079863,0.001395162,0.00007217311,0.001134815,0.0008607137,0.9902619],"genre_scores_gemma":[0.003235068,0.0003412619,0.0006369201,0.0003695528,0.0001411853,0.00003346583,0.001194224,0.00009964113,0.9939487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1991079,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052548766960794,"score_gpt":0.3535762247287579,"score_spread":0.33305073705915,"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."}}