{"id":"W2098765210","doi":"","title":"Class-action lawsuits medicine's newest legal headache","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malpractice; Class action; Legal action; Action (physics); Class (philosophy); Alternative medicine; Medicine; Medical malpractice; Law; Family medicine; Political science; Computer science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005971586,0.000452617,0.0006269705,0.002751501,0.009847001,0.009105587,0.001695177,0.01293105,0.02358498],"category_scores_gemma":[0.03156702,0.0004880234,0.0008280149,0.001962371,0.009905702,0.006120584,0.002870634,0.01778949,0.003096427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666326,"about_ca_system_score_gemma":0.01841846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2273382,"about_ca_topic_score_gemma":0.3771006,"domain_scores_codex":[0.9929968,0.000642198,0.0002411175,0.000633365,0.00408732,0.001399277],"domain_scores_gemma":[0.9741169,0.01066062,0.001812258,0.001165069,0.007265275,0.004979821],"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":[0.00002535252,0.00003852908,0.001236322,0.00008882888,0.00002206864,0.0004739072,0.0008512487,0.00004253074,0.0001216066,0.06067263,0.8778094,0.0586176],"study_design_scores_gemma":[0.00003151974,0.00002208065,0.004348709,0.0006848958,0.00002933245,0.0008823391,0.001248189,0.0001080448,0.0001221393,0.01783149,0.9746549,0.00003640352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003113191,0.03090129,0.0004931162,0.8965025,0.008634073,0.00001403159,0.00020046,0.0001066549,0.06003466],"genre_scores_gemma":[0.1180023,0.05257083,0.001510603,0.7052848,0.04261555,0.00004043618,0.0004232885,0.0001909468,0.07936122],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2273382,"threshold_uncertainty_score":0.4520299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046852379323792,"score_gpt":0.3915932324829002,"score_spread":0.286907994550521,"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."}}