{"id":"W4283789744","doi":"10.3390/curroncol29070371","title":"Endoscopic Treatment of Superficial Gastric Cancer: Present Status and Future","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Dissection (medical); Pathological; Stage (stratigraphy); Endoscopic submucosal dissection; General surgery; Curative treatment; Metastasis; Endoscopic mucosal resection; Surgery; Resection; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006896706,0.0003848353,0.002325371,0.0004043613,0.00006059386,0.000007107853,0.0001078568,0.0001427946,0.001862592],"category_scores_gemma":[0.00001174751,0.0002842589,0.0003776642,0.0004054661,0.00008199603,0.00002114429,0.0001452573,0.000295818,0.000004525008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552437,"about_ca_system_score_gemma":0.001149368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349022,"about_ca_topic_score_gemma":0.00004002536,"domain_scores_codex":[0.9981525,0.0001567948,0.0005751079,0.0004432109,0.000256324,0.0004160794],"domain_scores_gemma":[0.9989908,0.0001608798,0.0003509366,0.000298696,0.00003018415,0.0001684905],"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":[0.00003645027,0.0005319887,0.004140654,0.0102147,0.000380831,0.00003299526,0.0001246357,1.223607e-7,3.252191e-8,0.00007175445,0.002374449,0.9820914],"study_design_scores_gemma":[0.00189799,0.002276745,0.0006997719,0.0005823491,0.004183802,0.00002571825,0.0001448365,0.00000143291,1.517456e-7,0.000002648059,0.9900611,0.0001234264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002478621,0.9932161,0.000001268259,0.0002086869,0.003459107,0.001728606,0.0001557718,0.00002798348,0.00095462],"genre_scores_gemma":[0.00001039725,0.9957656,0.00003331567,0.00001111754,0.002589823,0.00073759,0.0003754744,0.00003315082,0.0004435514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9876867,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602841219826861,"score_gpt":0.4490599663371541,"score_spread":0.2887758443544679,"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."}}