{"id":"W4206196813","doi":"10.1016/s0039-6060(07)00236-x","title":"Contents","year":2007,"lang":"en","type":"paratext","venue":"Surgery","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009008961,0.0004042599,0.0008698188,0.0007923632,0.00005660899,0.00004986581,0.0002036651,0.000555209,0.02903707],"category_scores_gemma":[0.0002581926,0.000406272,0.0004771103,0.0004262794,0.000102535,0.00007425577,0.00007143196,0.0005203011,0.8680239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072288,"about_ca_system_score_gemma":0.0002361611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001532207,"about_ca_topic_score_gemma":0.00001374875,"domain_scores_codex":[0.9975832,0.000111708,0.0005363062,0.0004658417,0.0005717599,0.0007311897],"domain_scores_gemma":[0.9978362,0.0008083418,0.0003812221,0.0006076595,0.0001799116,0.0001866434],"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":[0.00005002001,0.00004286522,0.0006398005,0.00006842203,0.0001060999,0.0001124191,0.000008537432,0.000001043362,0.0001534564,0.000004765216,0.9970559,0.001756643],"study_design_scores_gemma":[0.00007313836,0.000002524812,0.0007016778,0.0002432555,0.00002318877,0.00001281836,0.000007332515,5.531624e-7,0.0005656072,0.000006145596,0.9979272,0.0004365209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004955425,0.006628686,0.00002030642,0.00002053236,0.02158211,0.000232955,0.001261594,0.0001743334,0.9651241],"genre_scores_gemma":[0.01570759,0.0002812972,0.00001450181,0.000454252,0.001916627,0.00002479109,0.003151763,0.0004269051,0.9780223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8389869,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08367063631925824,"score_gpt":0.3132737782708481,"score_spread":0.2296031419515899,"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."}}