{"id":"W4214675731","doi":"10.3390/curroncol29030120","title":"Circulating Tumor DNA in Gastric and Gastroesophageal Junction Cancer","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroesophageal Junction; Cancer; Cancer research; Circulating tumor DNA; DNA; Bioinformatics; Internal medicine; Computational biology; Genetics; Adenocarcinoma; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005299703,0.0005539081,0.001102677,0.001844934,0.0001620605,0.0007933631,0.0004830065,0.0008159108,0.002282412],"category_scores_gemma":[0.0009613906,0.00021599,0.0006439835,0.001487621,0.0003384271,0.0008375335,0.0005432175,0.0009876903,0.0009109491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215824,"about_ca_system_score_gemma":0.0008735437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450371,"about_ca_topic_score_gemma":0.002418863,"domain_scores_codex":[0.9998369,0.00003586286,0.00002936289,0.00002839795,0.00005468839,0.00001470505],"domain_scores_gemma":[0.999648,0.0001991819,0.00005581107,0.000006691757,0.00007360852,0.00001678388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008058942,0.00002926822,0.0004292123,0.02363588,0.0001330174,0.0001548908,0.00005118215,0.0002167531,0.0007945246,0.001654546,0.01786817,0.954952],"study_design_scores_gemma":[0.00002445792,0.0001353127,0.003141308,0.01433247,0.0003930818,0.002635564,0.00009343441,0.0001493851,0.0007904906,0.001893784,0.9763795,0.00003122994],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001008598,0.9992225,0.00004554874,0.0001689472,0.00008039696,0.000002208115,0.00001329766,0.000002448624,0.0003636786],"genre_scores_gemma":[0.0008951802,0.998594,0.00008807325,0.0001259728,0.00007909795,0.000003518669,0.00002422169,7.189048e-7,0.0001891861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002282412,"threshold_uncertainty_score":0.007635415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2079127405438636,"score_gpt":0.4520212350714894,"score_spread":0.2441084945276259,"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."}}