{"id":"W4406501181","doi":"10.1016/j.ysur.2014.12.003","title":"10.1016/j.ysur.2014.12.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Stenosis; Carotid endarterectomy; Angioplasty; Endarterectomy; Term (time); Cardiology; Internal medicine; Surgery","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":[0.0006915745,0.001026204,0.0004932894,0.001787182,0.0009610219,0.002552503,0.0009466386,0.003135356,0.9155446],"category_scores_gemma":[0.001649116,0.0003721941,0.0005630388,0.0007814413,0.0007625017,0.002268728,0.00149505,0.00144787,0.8949736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730003,"about_ca_system_score_gemma":0.001163355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151031,"about_ca_topic_score_gemma":0.002223456,"domain_scores_codex":[0.999713,0.00002242298,0.00002519237,0.00007862222,0.00008514493,0.00007565237],"domain_scores_gemma":[0.9989592,0.0001548665,0.0001457199,0.00006609671,0.0002087664,0.0004653397],"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":[0.0002109102,0.0002616095,0.004647653,0.000422372,0.00002747991,0.0004220391,0.0001321888,0.0002487997,0.000747632,0.005096422,0.31255,0.6752329],"study_design_scores_gemma":[0.00004274917,0.0000962562,0.004479827,0.00081272,0.00002848619,0.002671199,0.0003091375,0.0002665143,0.0004078067,0.003584062,0.9872766,0.00002464689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005678572,0.01019651,0.003207721,0.008310432,0.003006822,0.0001040567,0.003131157,0.002404268,0.9639605],"genre_scores_gemma":[0.01306079,0.003644288,0.002157543,0.001962204,0.0007606113,0.00006620849,0.001773451,0.0003427001,0.9762323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08445537,"threshold_uncertainty_score":0.1204653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004205038300002088,"score_gpt":0.1749641058998639,"score_spread":0.1707590675998618,"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."}}