{"id":"W4406554733","doi":"10.1016/s1634-6939(20)30004-1","title":"10.1016/s1634-6939(20)30004-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001101147,0.00294042,0.001695827,0.003234442,0.002477752,0.003328909,0.003366705,0.005771591,0.9900373],"category_scores_gemma":[0.001836535,0.001001387,0.001845675,0.00224634,0.001688217,0.00480206,0.003693865,0.002875106,0.9927065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053135,"about_ca_system_score_gemma":0.001193301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003731956,"about_ca_topic_score_gemma":0.003388711,"domain_scores_codex":[0.9992908,0.00004665201,0.00006258114,0.0002399836,0.0002007802,0.000159291],"domain_scores_gemma":[0.9973733,0.0006199015,0.0001386041,0.0002828205,0.0005034452,0.001081842],"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":[0.0004073899,0.0002767585,0.0009240834,0.0005908457,0.00003613264,0.0003022139,0.00009184985,0.0004307012,0.002067409,0.004086962,0.3677085,0.6230772],"study_design_scores_gemma":[0.0000665262,0.0001329116,0.0009098219,0.000285871,0.00001266545,0.0005162904,0.00009616771,0.0002089966,0.0003950579,0.0006167413,0.9967338,0.0000253283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004329936,0.0003933793,0.0006623112,0.0003771667,0.000381707,0.0000987223,0.000624389,0.000818563,0.9962108],"genre_scores_gemma":[0.0004771748,0.0001865575,0.0003917789,0.0002118909,0.0001037674,0.00005617072,0.0003803837,0.0001548238,0.9980375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009962678,"threshold_uncertainty_score":0.01421046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006060582651578544,"score_gpt":0.1948452546493149,"score_spread":0.1887846719977364,"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."}}