{"id":"W7023451843","doi":"","title":"Protocol","year":2018,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Esophagus; Esophageal adenocarcinoma; Disease; Reflux; Adenocarcinoma; Stage (stratigraphy); Esophageal disease; Task force","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.006804395,0.001507781,0.001445192,0.001046626,0.0002209906,0.0003203022,0.004513873,0.001714225,0.9935284],"category_scores_gemma":[0.003954681,0.001648544,0.0006447919,0.0007074024,0.0009528101,0.000237844,0.004812796,0.001232808,0.9996281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008114447,"about_ca_system_score_gemma":0.0006533365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008291042,"about_ca_topic_score_gemma":0.0005245512,"domain_scores_codex":[0.9873614,0.001593654,0.001266559,0.006837353,0.001495753,0.001445319],"domain_scores_gemma":[0.9813563,0.0002622511,0.001624779,0.01575453,0.0002980966,0.000704099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002728302,0.000724634,0.002547899,0.0006265179,0.0006295312,0.00007362312,0.0002437327,0.00001114798,0.001106512,0.0007129625,0.9880804,0.004970235],"study_design_scores_gemma":[0.001659198,0.00000169937,0.0005401407,0.0008067357,0.0001629196,0.00006623856,0.00002291002,0.00005747058,0.002671617,0.001553606,0.9909585,0.001499013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001167745,2.605337e-7,0.0002547174,0.00004023907,0.0005145537,0.1542233,0.0001562618,0.00238416,0.8424149],"genre_scores_gemma":[0.00001246252,0.000004736147,0.002489056,0.00008790991,0.0009206909,0.239131,0.00007219695,0.003042605,0.7542393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08817552,"threshold_uncertainty_score":0.9997671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117467516541719,"score_gpt":0.3025189495455912,"score_spread":0.281344274380174,"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."}}