{"id":"W7024006608","doi":"","title":"Publication bias and quality of reporting of Pharmacodynamic Studies utilizing invasive research procedures within early phase cancer trials","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Pharmacodynamics; Accrual; Clinical trial; Cancer; Quality (philosophy); Value (mathematics); Cancer drugs; Appeal","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"reporting","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"reporting","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7566947,0.001683018,0.00509993,0.01133733,0.002286301,0.01132455,0.004840218,0.005109139,0.00318933],"category_scores_gemma":[0.92619,0.002529129,0.01052239,0.01887841,0.009268815,0.008477528,0.006911935,0.005925435,0.0005167695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008789331,"about_ca_system_score_gemma":0.009328555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004031712,"about_ca_topic_score_gemma":0.004048721,"domain_scores_codex":[0.1148329,0.6538282,0.1601732,0.01730906,0.05193963,0.001917041],"domain_scores_gemma":[0.01203942,0.8586995,0.08714317,0.02978024,0.01195144,0.0003862992],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008048533,0.0003695746,0.3598518,0.09546328,0.1119868,0.0007767377,0.0210321,0.007941999,0.001056417,0.06218526,0.01663257,0.3146549],"study_design_scores_gemma":[0.007682286,0.004425043,0.2847883,0.117321,0.1425392,0.004305238,0.005544209,0.02729712,0.01186324,0.3118737,0.08062984,0.001730737],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1270583,0.4660813,0.296328,0.05773792,0.006146671,0.01473268,0.008195976,0.0006800537,0.02303922],"genre_scores_gemma":[0.8456231,0.03601376,0.09150064,0.008699252,0.002278685,0.01163501,0.002152961,0.0003340385,0.001762394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2433053,"threshold_uncertainty_score":0.3000388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9169457515076735,"score_gpt":0.6533331509725127,"score_spread":0.2636126005351609,"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."}}