{"id":"W2104354382","doi":"10.3747/co.21.1788","title":"Perioperative Chemotherapy for Gastroesophageal Cancer in British Columbia: A Multicentre Experience","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Epirubicin; Perioperative; Capecitabine; Surgery; Chemotherapy; Cancer; Regimen; Chemotherapy regimen; Internal medicine; Cyclophosphamide; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005258652,0.0003073218,0.000256893,0.0004982138,0.001285238,0.0007309968,0.0005731693,0.0003303504,0.001383601],"category_scores_gemma":[0.001374234,0.0002394564,0.0001995274,0.001616335,0.0004793946,0.0002001649,0.0008485626,0.0004307997,0.0002615008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004243652,"about_ca_system_score_gemma":0.007373908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.412583,"about_ca_topic_score_gemma":0.7254438,"domain_scores_codex":[0.9995326,0.0001123599,0.00004055856,0.0000542821,0.0001314255,0.0001288625],"domain_scores_gemma":[0.9989637,0.000121286,0.0001809001,0.00006988097,0.0001877769,0.000476398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009052288,0.0006896982,0.920865,0.0002062656,0.0001057873,0.006556574,0.002232313,0.0002491253,0.002286245,0.00008255767,0.003284223,0.06253697],"study_design_scores_gemma":[0.0002245945,0.0008865198,0.978264,0.0001422285,0.0001094906,0.007758058,0.002908094,0.0003150369,0.0005930987,0.00004919484,0.008720843,0.00002876318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953213,0.001758394,0.00009361624,0.0002658907,0.00001552921,0.000100388,0.0002242926,0.000008679138,0.002211942],"genre_scores_gemma":[0.9954685,0.002379374,0.000394569,0.0003676695,0.00002101126,0.00005463598,0.000416929,0.000009979153,0.000887445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.587417,"threshold_uncertainty_score":0.820363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401856922280446,"score_gpt":0.4284874368789253,"score_spread":0.3744688676561209,"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."}}