{"id":"W4406563196","doi":"10.1016/j.bjorlp.2017.04.017","title":"10.1016/j.bjorlp.2017.04.017","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inverted papilloma; Nasal cavity; Medicine; Papilloma; Anatomy; Metaplasia; Pathology; Dermatology","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":[0.0008259211,0.0008902925,0.0006189275,0.00173133,0.001004655,0.002841585,0.0009686074,0.003210445,0.859522],"category_scores_gemma":[0.002283872,0.0004347654,0.0006050688,0.0007487516,0.0007764088,0.001902426,0.001292271,0.001655192,0.813983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009719673,"about_ca_system_score_gemma":0.001384027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455421,"about_ca_topic_score_gemma":0.003496278,"domain_scores_codex":[0.9995885,0.00003617977,0.00003027798,0.00008611477,0.0001173075,0.0001416378],"domain_scores_gemma":[0.9986687,0.0002153252,0.0001395142,0.00005659852,0.0002901244,0.0006297565],"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":[0.0003449919,0.0003394653,0.01254796,0.0004414432,0.00004655712,0.000795606,0.00009278319,0.0001631401,0.0006396286,0.002324355,0.4710307,0.5112334],"study_design_scores_gemma":[0.00006918503,0.0001497515,0.01081402,0.001243114,0.00004839465,0.006993537,0.000339928,0.0002063473,0.0004295196,0.00315381,0.9765181,0.00003423614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01132766,0.02541411,0.001652295,0.01712892,0.005879608,0.0001034227,0.004642952,0.001423789,0.9324273],"genre_scores_gemma":[0.02113035,0.007439525,0.001264367,0.002883635,0.001575162,0.00007628222,0.002728649,0.0002803678,0.9626218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.140478,"threshold_uncertainty_score":0.2003748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274249775003578,"score_gpt":0.2365009852374754,"score_spread":0.2237584874874396,"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."}}