{"id":"W2072664435","doi":"10.1503/cmaj.100235","title":"Cancer: it's time to change the sign","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Sign (mathematics); Cancer; Work (physics); Join (topology); Computer science; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006915303,0.0008444248,0.001067821,0.001099527,0.006701568,0.00869425,0.00225635,0.01024725,0.04067539],"category_scores_gemma":[0.03896649,0.0005165292,0.001287113,0.0007648559,0.007531114,0.01053852,0.004704048,0.02077691,0.0201404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005869981,"about_ca_system_score_gemma":0.01247482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045234,"about_ca_topic_score_gemma":0.03847783,"domain_scores_codex":[0.9922552,0.002015942,0.0004085876,0.0007445774,0.003507729,0.001067916],"domain_scores_gemma":[0.9793692,0.002964892,0.0008177364,0.001005111,0.008719059,0.007123882],"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":[0.00003669255,0.00004007804,0.000555444,0.0001528215,0.00001473967,0.0002174894,0.0006847866,0.00003487494,0.0003218362,0.003903576,0.9252454,0.06879218],"study_design_scores_gemma":[0.00001287597,0.00004461045,0.0004505946,0.0002673318,0.000008872035,0.0005583537,0.002395965,0.00001600963,0.0000981405,0.002780701,0.9933355,0.00003114216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001166847,0.01179756,0.001039499,0.8866937,0.08388974,0.00002792,0.0001072286,0.00040003,0.01487739],"genre_scores_gemma":[0.02423197,0.02087764,0.004960189,0.8400857,0.02595953,0.00009409679,0.0003993614,0.0005607834,0.08283065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04067539,"threshold_uncertainty_score":0.1360728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102306568224267,"score_gpt":0.3265184075026761,"score_spread":0.3162877506802494,"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."}}