{"id":"W2131792649","doi":"10.3349/ymj.2011.52.5.701","title":"Are You \"Tilting at Windmills\" or Undertaking a Valid Clinical Trial?","year":2011,"lang":"en","type":"review","venue":"Yonsei Medical Journal","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; International Collaboration On Repair Discoveries; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Clinical trial; Medical physics; Medicine; Intervention (counseling); Alternative medicine; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03723598,0.001239175,0.003938231,0.00246781,0.001189015,0.00448566,0.002516607,0.01011369,0.004163495],"category_scores_gemma":[0.06906515,0.0007166505,0.001464893,0.002453102,0.007589137,0.008892376,0.001543549,0.008236172,0.003048536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676729,"about_ca_system_score_gemma":0.007061163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422921,"about_ca_topic_score_gemma":0.002058317,"domain_scores_codex":[0.9791355,0.01196461,0.00278134,0.001526706,0.004195591,0.0003963035],"domain_scores_gemma":[0.9354894,0.05723359,0.002453091,0.0009940895,0.00286445,0.0009653757],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002689156,0.00009604083,0.0004300399,0.03421482,0.0002581538,0.0003880195,0.0006777482,0.000333948,0.0004437229,0.05217032,0.06880796,0.8419103],"study_design_scores_gemma":[0.0001765684,0.0002862768,0.00100843,0.04125425,0.0003255023,0.002030734,0.0009228353,0.0001574798,0.0003953835,0.04626171,0.9070634,0.0001174428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001131149,0.9798847,0.001606934,0.013146,0.003175533,0.00006644985,0.0000200911,0.00001347373,0.001973598],"genre_scores_gemma":[0.001760227,0.9731811,0.003918212,0.01631167,0.003014554,0.0002309155,0.0000298271,0.00001423359,0.001539294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.962764,"threshold_uncertainty_score":0.196925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3145398294750038,"score_gpt":0.482962784803104,"score_spread":0.1684229553281002,"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."}}