{"id":"W3123804684","doi":"","title":"Confusion Worse Confounded: A Comment on 'Withdrawl of Clinical Trials Policy by Canadian Research Institute is a 'Lost Opportunity for Increased Transparency'","year":2011,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Confusion; Clinical trial; Medicine; Psychology; Political science; Law; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09200374,0.003833603,0.00805967,0.004703418,0.03667881,0.02674809,0.02276613,0.3429924,0.0148678],"category_scores_gemma":[0.3430374,0.007225519,0.01166545,0.006500407,0.03669681,0.01615963,0.01182274,0.2883253,0.01048671],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06252071,"about_ca_system_score_gemma":0.1264996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3740849,"about_ca_topic_score_gemma":0.4198432,"domain_scores_codex":[0.8392336,0.03149717,0.02383542,0.01887633,0.05933417,0.02722334],"domain_scores_gemma":[0.662149,0.2197998,0.02010723,0.01004972,0.06097451,0.0269197],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005791753,0.00001719114,0.0001503899,0.0001242588,0.00005971877,0.0003114075,0.0007808323,0.00007135374,0.0001190858,0.006726726,0.9904107,0.001170388],"study_design_scores_gemma":[0.0004291033,0.000100483,0.002242471,0.001694209,0.0004605271,0.0003875036,0.002633002,0.0006786539,0.0007369685,0.01495979,0.9748742,0.0008030809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001158955,0.0003612477,0.0001019681,0.9811192,0.01709877,0.00002511177,0.00007756022,0.00003864076,0.001061699],"genre_scores_gemma":[0.0005683599,0.0000973797,0.00009772932,0.9903876,0.007365945,0.00003626249,0.00001212852,0.00002725353,0.001407269],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9374793,"threshold_uncertainty_score":0.7438149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5681429399666174,"score_gpt":0.5432460307383695,"score_spread":0.02489690922824783,"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."}}