{"id":"W1566894743","doi":"","title":"The Evolving Landscape for Pharmaceutical Product Liability Litigation in Canada","year":2006,"lang":"en","type":"article","venue":"Defense Counsel Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plaintiff; Mass tort; Product liability; Class action; Law; Liability; Business; Tort; Product (mathematics); Law and economics; Economics; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.005766963,0.0001224619,0.0002083559,0.0000354374,0.001118959,0.00004567571,0.0001807642,0.00007638038,0.0004203897],"category_scores_gemma":[0.005398495,0.00008012445,0.00005575969,0.0001579455,0.00006375375,0.0001774217,0.00001919152,0.00126598,0.00001870014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006484,"about_ca_system_score_gemma":0.003642367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.173667,"about_ca_topic_score_gemma":0.6792573,"domain_scores_codex":[0.9968724,0.0009359262,0.0008261786,0.0002080121,0.0005076574,0.0006498804],"domain_scores_gemma":[0.9930021,0.005756587,0.0002704232,0.000231605,0.0005452023,0.0001940374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004687019,0.0001339465,0.626717,0.000309504,0.00002215525,0.00003481413,0.001500292,0.00007934533,0.0001465937,0.002422252,0.3619962,0.006169229],"study_design_scores_gemma":[0.001323913,0.00003830086,0.119366,0.000141475,0.00003649443,0.00003131268,0.004324362,0.003519526,0.00003085838,0.008877738,0.8621507,0.0001593258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484249,0.00165089,0.0003121733,0.04394958,0.001849401,0.000890718,0.00001647727,0.00002121309,0.002884593],"genre_scores_gemma":[0.9960712,0.0002096822,0.0002563523,0.001108014,0.001724898,0.00008719875,0.000009213136,0.00001399284,0.000519479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.507351,"threshold_uncertainty_score":0.860624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04030235086632047,"score_gpt":0.3866159461024432,"score_spread":0.3463135952361228,"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."}}