{"id":"W2525564587","doi":"10.1158/1078-0432.ccr-16-0844","title":"Patient-Derived Xenograft Establishment from Human Malignant Pleural Mesothelioma","year":2016,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Pemetrexed; Mesothelioma; Cisplatin; Cancer; Pathology; Oncology; Chemotherapy; Pleural disease; Cancer research; Internal medicine; Respiratory disease; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004796632,0.0001322191,0.0002807624,0.00009107595,0.0001660752,0.00002705418,0.0001615795,0.00009958794,0.006383433],"category_scores_gemma":[0.000283927,0.00007710137,0.0001773685,0.0001574995,0.0005904583,0.0001016532,0.0002318027,0.0002499237,0.0005306788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334679,"about_ca_system_score_gemma":0.0001546344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008219734,"about_ca_topic_score_gemma":0.00007879826,"domain_scores_codex":[0.9972926,0.000252086,0.0005088395,0.0005006359,0.0009879498,0.0004579216],"domain_scores_gemma":[0.9983152,0.0005783298,0.00006621671,0.0004171516,0.0001128121,0.0005102454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164399,0.0008739163,0.8050363,0.00002677136,0.0001336224,0.0001038781,0.00006063641,4.977936e-7,0.1060572,0.0000827801,0.01920477,0.06677568],"study_design_scores_gemma":[0.002509414,0.001163866,0.9519024,0.0003091647,0.0000457955,0.000001583368,0.00009242317,0.000004877563,0.01539687,0.0009329407,0.02749839,0.0001422317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925038,0.0007594365,0.000007845191,0.004923734,0.0001811799,0.0004148351,0.0003064585,0.00004080287,0.0008618673],"genre_scores_gemma":[0.9964892,0.0005446206,0.00009495934,0.0006577278,0.0006001022,0.0001545187,0.00006972173,0.00002779137,0.001361317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468662,"threshold_uncertainty_score":0.9945249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1827863891041366,"score_gpt":0.4907957922405757,"score_spread":0.3080094031364391,"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."}}