{"id":"W4406562599","doi":"10.1016/j.bjorlp.2021.11.008","title":"10.1016/j.bjorlp.2021.11.008","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":[0.0007210125,0.001335932,0.0007524521,0.001767704,0.001062997,0.00215429,0.00122674,0.003862122,0.9539534],"category_scores_gemma":[0.001144126,0.0005651537,0.0008066595,0.0009514739,0.0007622848,0.002198989,0.001359315,0.001654157,0.9543422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008877098,"about_ca_system_score_gemma":0.0009023856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003157204,"about_ca_topic_score_gemma":0.003552423,"domain_scores_codex":[0.9997198,0.0000218776,0.00002366677,0.00006498026,0.00006755428,0.0001020453],"domain_scores_gemma":[0.9989348,0.0001918407,0.00008479012,0.00005496653,0.0001754284,0.000558246],"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":[0.0003501278,0.0003295051,0.003487492,0.0004806183,0.00003393012,0.0004731636,0.00004459316,0.000281187,0.0008029679,0.002402487,0.4037486,0.5875654],"study_design_scores_gemma":[0.00007231424,0.0001201315,0.003460537,0.0006442526,0.00002842825,0.002634069,0.0001076072,0.0002542381,0.0004103364,0.001528798,0.9907157,0.00002366262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002012719,0.003990743,0.0007955548,0.003301711,0.001281939,0.00007073157,0.002140421,0.0008292208,0.9855769],"genre_scores_gemma":[0.003425986,0.001283875,0.0008202723,0.001009881,0.0003755058,0.00004745776,0.001416813,0.0001969587,0.9914233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04604661,"threshold_uncertainty_score":0.06567985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006209938009858205,"score_gpt":0.196814231921467,"score_spread":0.1906042939116088,"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."}}