{"id":"W2162278616","doi":"10.1634/theoncologist.2013-0442","title":"Effect of M1a and M1b Category in Metastatic Colorectal Cancer","year":2014,"lang":"en","type":"article","venue":"The Oncologist","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University; BC Cancer Agency","funders":"BC Cancer Agency","keywords":"Medicine; Metastasis; Hazard ratio; Internal medicine; Oncology; Colorectal cancer; Cancer; Proportional hazards model; Univariate analysis; Primary tumor; Surgical oncology; Survival analysis; Multivariate analysis; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004345054,0.00009499212,0.0003658671,0.00003126,0.00004528024,0.000003524906,0.00004167197,0.00002383843,0.00003693858],"category_scores_gemma":[0.0001385454,0.00004699019,0.00003651456,0.0000979377,0.0002815948,0.00001347081,0.00004268214,0.00008459385,0.000002660157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100272,"about_ca_system_score_gemma":0.00004356997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211196,"about_ca_topic_score_gemma":0.002770188,"domain_scores_codex":[0.9993993,0.0001396009,0.0001297745,0.0001171967,0.00008624508,0.0001278945],"domain_scores_gemma":[0.9992949,0.0005136244,0.0000567084,0.00008589506,0.0000205312,0.00002836757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006899957,0.0004109956,0.6175282,0.0005528188,0.0005441929,0.00007103035,0.002650772,0.00004532985,0.006105192,0.0008039866,0.001661994,0.3627256],"study_design_scores_gemma":[0.006913002,0.01371462,0.9592395,0.0001053915,0.000699551,0.0000403442,0.0003441956,0.0004677695,0.01389664,0.0003253309,0.004100968,0.0001526922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872712,0.00192178,0.000002852915,0.0009224974,0.00008867744,0.00041067,0.000004584134,0.00001198236,0.00936569],"genre_scores_gemma":[0.999103,0.0003002294,0.00002227714,0.0001088891,0.00003455487,0.0001494268,0.000001743492,0.000006057647,0.0002738727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625728,"threshold_uncertainty_score":0.3192665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799191052558404,"score_gpt":0.3408644667163575,"score_spread":0.3228725561907734,"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."}}