{"id":"W2586346298","doi":"10.1016/j.soard.2006.04.149","title":"P73","year":2006,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003315987,0.0007198937,0.0004500201,0.001176668,0.001295552,0.002550052,0.0007821881,0.00180148,0.7576234],"category_scores_gemma":[0.001491341,0.0002703959,0.0004469625,0.0009924808,0.0004783907,0.001136725,0.0009782223,0.001288185,0.6071379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006580408,"about_ca_system_score_gemma":0.001026241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924933,"about_ca_topic_score_gemma":0.0102467,"domain_scores_codex":[0.9997762,0.00001946898,0.00001243759,0.00004584368,0.0001088611,0.00003732393],"domain_scores_gemma":[0.9992961,0.0001156333,0.00002338445,0.00006812721,0.0003023733,0.0001944447],"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":[0.00006374108,0.00004966349,0.0003007158,0.00009615892,0.000004693202,0.0002627261,0.00003425606,0.00007645882,0.0006952157,0.004459665,0.8025573,0.1913994],"study_design_scores_gemma":[0.00001170367,0.00002202348,0.0006310567,0.00005806538,0.000002858844,0.0002594628,0.00003083094,0.00005368275,0.0001526668,0.001240656,0.9975327,0.000004333228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006371427,0.001416696,0.0007171593,0.002630099,0.004880054,0.00008424569,0.0005661946,0.0003265747,0.9887418],"genre_scores_gemma":[0.001033702,0.0004337002,0.0001877583,0.0007680811,0.000716583,0.00002058817,0.000206825,0.00005670471,0.996576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2423766,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007777142175531051,"score_gpt":0.2261292398147257,"score_spread":0.2183520976391947,"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."}}