{"id":"W4406432284","doi":"10.1016/j.yvas.2015.06.141","title":"10.1016/j.yvas.2015.06.141","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Drug; Stent; Radiology; Surgery; Pharmacology","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":[0.0005323851,0.0009804005,0.0005571423,0.001483081,0.0007664199,0.002282032,0.0008226172,0.002909589,0.8237723],"category_scores_gemma":[0.001414792,0.0003528274,0.0006038276,0.0006272054,0.0006945576,0.002084444,0.001015706,0.001571208,0.7309859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007134333,"about_ca_system_score_gemma":0.001106172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643073,"about_ca_topic_score_gemma":0.001785752,"domain_scores_codex":[0.9997061,0.00003365467,0.00003172431,0.00007140775,0.00007835214,0.00007878507],"domain_scores_gemma":[0.999183,0.0001428976,0.0001170425,0.00004132382,0.0001560116,0.0003596847],"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":[0.0003344107,0.0003946479,0.009727902,0.0005417321,0.00005921158,0.0009019234,0.00008873499,0.000217303,0.0005519431,0.003100529,0.267303,0.7167788],"study_design_scores_gemma":[0.0001697677,0.0002794718,0.01078277,0.001874438,0.00009265883,0.01059527,0.0003311762,0.0004189008,0.0006294271,0.006992942,0.9677873,0.00004588511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009543554,0.02880125,0.002539941,0.01558072,0.00405469,0.0001288551,0.003003329,0.001434516,0.9349131],"genre_scores_gemma":[0.0381637,0.01548823,0.002724477,0.004771028,0.003402131,0.0001385931,0.002362257,0.0003866519,0.9325629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1762277,"threshold_uncertainty_score":0.2513675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005979259734955107,"score_gpt":0.1994381942498995,"score_spread":0.1934589345149444,"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."}}