{"id":"W2129026740","doi":"10.1373/clinchem.2012.186940","title":"Conquering Cancer in Our Lifetime: New Diagnostic and Therapeutic Trends","year":2012,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Cancer; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.005061598,0.000954951,0.001238056,0.002296588,0.001139404,0.004185135,0.001382495,0.005114054,0.01400666],"category_scores_gemma":[0.007117775,0.0003081306,0.0006594107,0.002838987,0.002856294,0.01024233,0.001598896,0.007186007,0.004015437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003112291,"about_ca_system_score_gemma":0.004694097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185176,"about_ca_topic_score_gemma":0.005869691,"domain_scores_codex":[0.9976858,0.0005335617,0.0002203156,0.0003016749,0.001048059,0.0002106289],"domain_scores_gemma":[0.9932156,0.002197075,0.0005018971,0.0001442628,0.002005726,0.001935435],"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":[0.0001733028,0.0001831955,0.001789072,0.002418422,0.00003687191,0.0002365881,0.0002360979,0.0002090607,0.0008237271,0.02248002,0.3406573,0.6307564],"study_design_scores_gemma":[0.00004477405,0.0002462298,0.002410532,0.002233819,0.00006878923,0.001070346,0.0006257063,0.0003908785,0.0003006511,0.01740864,0.9751595,0.0000400599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009605857,0.7893087,0.0009485339,0.1935479,0.005704405,0.00001727261,0.0001552551,0.0001269823,0.009230355],"genre_scores_gemma":[0.01246162,0.8908038,0.002667606,0.07227623,0.0170886,0.00003770975,0.0002961455,0.00005102343,0.004317408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01400666,"threshold_uncertainty_score":0.04685688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832314078485868,"score_gpt":0.3563949680654341,"score_spread":0.3280718272805754,"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."}}