{"id":"W4286001121","doi":"10.1007/s10552-022-01611-9","title":"Cancer clinical trials in the Philippines","year":2022,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Clinical trial; Medicine; Generalizability theory; Family medicine; Economic growth; Public relations; Political science; Psychology; Pathology","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04386804,0.0001584883,0.001115246,0.0001080092,0.00021685,0.00003533451,0.0005679906,0.0001876867,0.005204229],"category_scores_gemma":[0.05194104,0.0001011166,0.0004484898,0.0004533683,0.0003295284,0.00004302174,0.000151552,0.003548693,0.00002064263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994244,"about_ca_system_score_gemma":0.002090697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090716,"about_ca_topic_score_gemma":0.003352222,"domain_scores_codex":[0.9917258,0.004173937,0.001649181,0.0005261471,0.001440364,0.0004845884],"domain_scores_gemma":[0.9383994,0.05981495,0.0003709532,0.0008649002,0.0003467501,0.0002030992],"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":[0.007646566,0.001311968,0.8172415,0.0003228942,0.0011059,0.0005571361,0.001466511,0.0006118614,0.001659059,0.01314889,0.06456108,0.09036659],"study_design_scores_gemma":[0.03073967,0.001696216,0.2493622,0.000412487,0.00097458,0.00003296452,0.001795665,0.001252707,0.0001079489,0.01504574,0.6981053,0.0004744224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5327881,0.03920631,0.0001221634,0.4130177,0.005021583,0.005005538,0.0005501991,0.0001187828,0.004169695],"genre_scores_gemma":[0.9455298,0.006968662,0.00001325101,0.03976129,0.002284585,0.002964958,0.000005978784,0.00002890193,0.002442556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6335443,"threshold_uncertainty_score":0.9987502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.780206267312676,"score_gpt":0.6997546098029168,"score_spread":0.08045165750975913,"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."}}