{"id":"W4253248698","doi":"10.1007/s40278-018-48991-4","title":"Health Canada's mandatory hospital-based reporting","year":2018,"lang":"en","type":"article","venue":"Reactions Weekly","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001348825,0.0002060214,0.0003087689,0.00008650422,0.001096639,0.00001969803,0.0001954836,0.000336372,0.001941927],"category_scores_gemma":[0.000513948,0.0002124297,0.0000796902,0.0003210312,0.0002459379,0.0001042328,0.00003999246,0.001625942,0.0001424893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006429999,"about_ca_system_score_gemma":0.003104672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09712327,"about_ca_topic_score_gemma":0.1199395,"domain_scores_codex":[0.9972776,0.0003824425,0.0009952694,0.0003868277,0.0002228966,0.0007350215],"domain_scores_gemma":[0.997561,0.0002629706,0.0008117515,0.0003178345,0.0002294448,0.0008170471],"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":[0.0002328368,0.0008782416,0.0645175,0.0003359696,0.0002318278,0.0002448047,0.000345055,0.0002067133,0.003172037,0.0031995,0.8533761,0.07325944],"study_design_scores_gemma":[0.0005152464,0.0002031748,0.01222305,0.00003754842,0.00003365157,0.00003896908,0.0001832085,0.001767835,0.006687659,0.00008470373,0.9779973,0.0002276486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6497775,0.0009838726,0.0005852504,0.2739548,0.01222256,0.00134774,0.0003441383,0.00071858,0.0600656],"genre_scores_gemma":[0.9770179,0.00004464766,0.0001864102,0.01841605,0.001184639,0.00004280148,0.00005108696,0.00002688645,0.00302956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272405,"threshold_uncertainty_score":0.9989704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3843018671240566,"score_gpt":0.5555083851106115,"score_spread":0.1712065179865549,"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."}}