{"id":"W4406510935","doi":"10.1016/j.ysur.2016.04.076","title":"10.1016/j.ysur.2016.04.076","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; Carotid endarterectomy; Carotid stenting; Carotid arteries; Stroke (engine); Cardiology","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":[0.0006399418,0.000822422,0.000462093,0.001346948,0.0009599326,0.002609512,0.0008131024,0.00292227,0.8918741],"category_scores_gemma":[0.001839078,0.0003384107,0.0004800176,0.0006070154,0.0006707793,0.002189205,0.001257833,0.001400326,0.8676701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006555682,"about_ca_system_score_gemma":0.001199794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324564,"about_ca_topic_score_gemma":0.002459387,"domain_scores_codex":[0.9997655,0.00001851292,0.00002234065,0.00006119759,0.00006745179,0.0000650443],"domain_scores_gemma":[0.9989954,0.000136331,0.0001252582,0.00005920522,0.0002270278,0.0004568534],"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":[0.0002523045,0.0002194273,0.005388845,0.0004003084,0.00002799136,0.0004269763,0.0001392395,0.0002043796,0.0006410972,0.004279583,0.3980145,0.5900053],"study_design_scores_gemma":[0.0000468396,0.0001005568,0.005773916,0.0008307028,0.00002994311,0.002830988,0.0003557172,0.0002261614,0.0003773661,0.003963958,0.9854386,0.00002528921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006713281,0.01330452,0.002644237,0.01300815,0.005194065,0.0001119825,0.004079711,0.002017364,0.9529267],"genre_scores_gemma":[0.01634415,0.004153953,0.001634893,0.002285862,0.001020014,0.00006969499,0.00210339,0.0003050807,0.9720829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1081259,"threshold_uncertainty_score":0.1542284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004381029698193404,"score_gpt":0.1785838054435995,"score_spread":0.1742027757454061,"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."}}