{"id":"W4406562726","doi":"10.1016/j.bjorlp.2018.06.003","title":"10.1016/j.bjorlp.2018.06.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perforation; Quality (philosophy); Quality of life (healthcare); Medicine; Intensive care medicine; Materials science; Philosophy; Epistemology; Composite material; Nursing","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":[0.0001216287,0.000138573,0.0002762338,0.00006361792,0.00008940111,0.00001093076,0.00006351602,0.00005093634,0.9948213],"category_scores_gemma":[0.00006130233,0.000114744,0.00009040807,0.0002200756,0.00004214391,0.00004656529,0.00002748252,0.0001092411,0.9939317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002713296,"about_ca_system_score_gemma":0.00002351672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116246,"about_ca_topic_score_gemma":8.562881e-8,"domain_scores_codex":[0.9991469,0.00001985753,0.0001715232,0.0002038568,0.0001784892,0.0002793994],"domain_scores_gemma":[0.9994728,0.00006309053,0.00001911484,0.0002324034,0.00003364922,0.000178957],"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":[0.0001623927,0.00007634889,0.00000391648,0.00001015177,0.00004065108,0.00002107386,0.00001382487,0.000002260707,0.00009407796,5.16856e-7,0.6178219,0.3817528],"study_design_scores_gemma":[0.0003457841,0.000247633,0.0003350041,0.00004913512,0.00004484714,0.00001637811,0.000001901245,0.000008994394,0.000383532,0.000005051979,0.9984249,0.0001368121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003061547,0.0002869166,2.507513e-7,0.001421238,0.000002616151,0.000190387,0.000008407897,0.0001403158,0.9948883],"genre_scores_gemma":[0.0005509785,0.00000211772,0.00006008859,0.0002367283,0.0002861549,0.00001613149,0.00001421631,0.00002105823,0.9988125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.381616,"threshold_uncertainty_score":0.4679124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951794840402716,"score_gpt":0.1954681614423733,"score_spread":0.1859502130383461,"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."}}