{"id":"W4406559412","doi":"10.1016/s1879-8551(19)84394-4","title":"10.1016/s1879-8551(19)84394-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Nuclear 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":[0.00009627242,0.0001711475,0.00025568,0.00007446999,0.0000565964,0.00001861717,0.0001393368,0.00008322419,0.9990292],"category_scores_gemma":[0.00007616183,0.0001586891,0.0001052806,0.0002612813,0.00004663369,0.00006786104,0.00002668397,0.0001469447,0.9956696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006508516,"about_ca_system_score_gemma":0.00006112402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007244155,"about_ca_topic_score_gemma":4.541658e-7,"domain_scores_codex":[0.9989137,0.00002839681,0.0001937886,0.0002761709,0.0002444315,0.000343486],"domain_scores_gemma":[0.9991801,0.00002462242,0.00002145118,0.0003989734,0.0000477623,0.000327122],"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":[0.000274666,0.0001051979,0.000001131798,0.00001504552,0.00003178269,0.00003699231,0.0000275102,0.0000318263,0.000350729,5.271407e-7,0.570269,0.4288556],"study_design_scores_gemma":[0.0009293013,0.0003220286,0.0003308618,0.00003312909,0.000039274,0.00004320634,0.000002989475,0.0001445097,0.0000807843,0.000005880302,0.9978858,0.0001822544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007288153,0.000206911,0.000001020941,0.002066346,0.000001642173,0.000308098,0.00001082646,0.0002095138,0.9899075],"genre_scores_gemma":[0.0005457766,8.061235e-7,0.0002252715,0.0006773215,0.0001415814,0.00002753348,0.0000406455,0.0000423558,0.9982987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4286734,"threshold_uncertainty_score":0.6471152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006794641533453286,"score_gpt":0.2035270891524035,"score_spread":0.1967324476189502,"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."}}