{"id":"W4307496993","doi":"10.1111/ajco.13886","title":"Early phase oncology clinical trials in Malaysia: current status and future perspectives","year":2022,"lang":"en","type":"review","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Clinical trial; Drug development; Facilitator; Government (linguistics); Enabling; Clinical Oncology; Medicine; Oncology; Political science; Business; Economic growth; Internal medicine; Pharmacology; Drug; Cancer","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":[0.005345961,0.0008642224,0.001339386,0.002055251,0.0003475066,0.002397261,0.001464849,0.00204116,0.003831269],"category_scores_gemma":[0.006103934,0.000380948,0.0009117203,0.002849246,0.001100641,0.003271853,0.001069577,0.002641237,0.0009759886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883842,"about_ca_system_score_gemma":0.005827599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360579,"about_ca_topic_score_gemma":0.005677481,"domain_scores_codex":[0.9986942,0.0004755469,0.0002230664,0.0001512728,0.0003127976,0.0001431131],"domain_scores_gemma":[0.9930561,0.003929595,0.001037476,0.0001225596,0.00126276,0.0005915357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001885609,0.000102466,0.0006373345,0.02308214,0.0000817758,0.0001767475,0.0001030711,0.0007179032,0.0003959818,0.005115441,0.02106469,0.9483339],"study_design_scores_gemma":[0.00009887293,0.0005067189,0.002895541,0.02816049,0.0003133883,0.002086474,0.0002979961,0.0004209562,0.0007768049,0.004111091,0.9602746,0.00005711215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00014932,0.9981564,0.00007192988,0.0009842423,0.0001507281,0.000005038397,0.0000121463,0.000005184995,0.0004651298],"genre_scores_gemma":[0.001353353,0.9977856,0.0001309787,0.0003907978,0.0001395572,0.000008287356,0.0000188028,0.000001349387,0.0001711726],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005345961,"threshold_uncertainty_score":0.02827245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069568295822673,"score_gpt":0.5511819430023001,"score_spread":0.3442251134200327,"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."}}