{"id":"W4231503525","doi":"10.1016/j.jtcvs.2015.07.069","title":"Chinese commentaries","year":2015,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Specialty; Editorial board; Value (mathematics); Library science; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007075752,0.001151061,0.001153619,0.002082467,0.007304869,0.006028997,0.003367777,0.02650666,0.08115494],"category_scores_gemma":[0.05493363,0.0006428668,0.001520374,0.002853877,0.003944693,0.003505672,0.004067079,0.02145457,0.0317601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009520741,"about_ca_system_score_gemma":0.008963227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04423384,"about_ca_topic_score_gemma":0.03845904,"domain_scores_codex":[0.9917938,0.001155114,0.000683832,0.001191446,0.003089566,0.002086128],"domain_scores_gemma":[0.9735589,0.01432561,0.001912804,0.001444074,0.007532106,0.001226405],"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":[0.00002475087,0.000003921841,0.0001584189,0.00004741305,0.000005804158,0.000162739,0.0002548977,0.00001292103,0.00005571128,0.003732071,0.9944625,0.00107884],"study_design_scores_gemma":[0.00007268341,0.00001317703,0.002073917,0.0002827185,0.00003228483,0.0001242853,0.0009077039,0.00007499299,0.0002932632,0.002855655,0.9932202,0.00004913838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009435258,0.001602131,0.0001356569,0.9130074,0.04033628,0.00005863845,0.0007933684,0.00008162716,0.04304137],"genre_scores_gemma":[0.007550364,0.0006984714,0.0000675616,0.912599,0.01579566,0.0001297116,0.0001591336,0.00006817283,0.06293183],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.993971,"threshold_uncertainty_score":0.2714903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129066047104855,"score_gpt":0.4101437851446471,"score_spread":0.2972371804341616,"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."}}