{"id":"W2084170758","doi":"10.5489/cuaj.1924","title":"Showing your cards","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002314037,0.001153163,0.000882783,0.001332592,0.00377536,0.00633857,0.001391519,0.003045655,0.7213885],"category_scores_gemma":[0.01463453,0.0005560608,0.0006578361,0.001169982,0.0009853824,0.005034073,0.004235274,0.003309134,0.5528277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019962,"about_ca_system_score_gemma":0.001699153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970903,"about_ca_topic_score_gemma":0.003675655,"domain_scores_codex":[0.9978063,0.0005671316,0.0001514749,0.0002216571,0.000788114,0.0004653615],"domain_scores_gemma":[0.991272,0.001574282,0.0004756199,0.001364505,0.003186263,0.002127239],"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":[0.0000635548,0.00004962855,0.0001950486,0.00003365842,0.000002111271,0.0000865406,0.0001042552,0.00002660667,0.0001284359,0.004600715,0.9690204,0.02568908],"study_design_scores_gemma":[0.00001682546,0.00003115682,0.0004053003,0.00005532828,0.000002398231,0.000153613,0.0002843519,0.0001060243,0.0002423042,0.001478957,0.9972037,0.00002007318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004129484,0.0008457912,0.007458052,0.02153212,0.01225143,0.001361138,0.007447962,0.006852004,0.938122],"genre_scores_gemma":[0.01399663,0.0007526617,0.004814616,0.006135882,0.001280495,0.0003317627,0.002816986,0.0009598518,0.9689111],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7213885,"threshold_uncertainty_score":0.3974055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3362181031667251,"score_gpt":0.4827359527318776,"score_spread":0.1465178495651525,"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."}}