{"id":"W4230048716","doi":"10.1177/229255031602400213","title":"What happened to my Valeant shares?","year":2016,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001686966,0.0001969286,0.0001491957,0.000496376,0.003111911,0.006027417,0.0006808174,0.004224928,0.01351351],"category_scores_gemma":[0.01660831,0.0001844893,0.0003436985,0.0006811792,0.003597293,0.00379222,0.00178499,0.007478078,0.001633661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004617431,"about_ca_system_score_gemma":0.002501489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666359,"about_ca_topic_score_gemma":0.02229268,"domain_scores_codex":[0.9987279,0.0002907114,0.00004465428,0.0001601034,0.0003416855,0.0004349336],"domain_scores_gemma":[0.9967006,0.0007392583,0.0005131183,0.0001698166,0.0008621697,0.001015003],"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":[0.0002846669,0.0002046958,0.05615338,0.0001772872,0.00009060812,0.007284186,0.01424439,0.0007041641,0.001508962,0.381013,0.4184721,0.1198626],"study_design_scores_gemma":[0.00004805327,0.0001233718,0.01990923,0.00051893,0.00003813189,0.006071554,0.03940006,0.0007218003,0.001879073,0.07291336,0.8582327,0.0001437366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.155583,0.003871414,0.002000674,0.7052489,0.01003299,0.00003066359,0.0004012265,0.00008541595,0.1227458],"genre_scores_gemma":[0.7749135,0.002971542,0.0008122312,0.1076632,0.004998412,0.00002423697,0.0001593137,0.0001268177,0.1083307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01666359,"threshold_uncertainty_score":0.0452072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292467239360295,"score_gpt":0.222108360202355,"score_spread":0.1891836878087521,"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."}}