{"id":"W4406429404","doi":"10.1016/j.abdp.2023.05.015","title":"10.1016/j.abdp.2023.05.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tumors and Oncological Cases","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008944048,0.0001120047,0.0002354293,0.00004155105,0.00004412523,0.00001378564,0.00007703013,0.00006324782,0.9989497],"category_scores_gemma":[0.00008488957,0.00008364413,0.0000759928,0.0001733998,0.00003478573,0.00003064645,0.00002614698,0.0001171134,0.9937972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004298243,"about_ca_system_score_gemma":0.00003553359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002097577,"about_ca_topic_score_gemma":1.957446e-7,"domain_scores_codex":[0.999226,0.00002084283,0.0001519102,0.0001945789,0.0001700842,0.0002365204],"domain_scores_gemma":[0.9994242,0.00005406119,0.00001710055,0.0002119063,0.00003717045,0.0002555361],"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":[0.0002458841,0.00009481313,9.446401e-7,0.000006286285,0.000004095504,0.0002159353,0.000004300718,0.000004023189,0.00004385931,7.487621e-7,0.5709362,0.4284429],"study_design_scores_gemma":[0.0005191846,0.001208192,0.000795232,0.00002590342,0.00003945765,0.0001432563,0.000001383782,0.00003611004,0.0000886674,0.000008820404,0.997023,0.0001107885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007303683,0.0001322885,2.587849e-7,0.001228477,0.000001699524,0.0002076522,0.00001286918,0.0001286833,0.9909844],"genre_scores_gemma":[0.00132529,4.269058e-7,0.0001529409,0.0004566669,0.0003360147,0.00001622563,0.00001818701,0.00001539637,0.9976789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4283321,"threshold_uncertainty_score":0.3410909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315677700249007,"score_gpt":0.2204771769177313,"score_spread":0.2073203999152413,"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."}}