{"id":"W2805489117","doi":"10.4081/vl.2018.7340","title":"Brave Dreams: An overestimated study, crippled by recruitment failure and misleading conclusions","year":2018,"lang":"en","type":"article","venue":"Veins and Lymphatics","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006176152,0.0002086124,0.0003742652,0.00006755808,0.001552564,0.0000434598,0.00009766388,0.0002443127,0.0001609447],"category_scores_gemma":[0.00008597689,0.0001676926,0.00001803417,0.0001104179,0.0001142966,0.0001223953,0.0001606625,0.0001600143,0.0000256149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089311,"about_ca_system_score_gemma":0.0001816239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965489,"about_ca_topic_score_gemma":0.00391702,"domain_scores_codex":[0.997941,0.0005089261,0.0005014701,0.0003655761,0.0002100267,0.0004730396],"domain_scores_gemma":[0.9986575,0.0002425965,0.0001662681,0.0003269754,0.0002126656,0.0003939538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002627602,0.00363418,0.2562794,0.002419474,0.0005517746,0.0001137263,0.5054901,0.000001683878,0.005925532,0.01738855,0.122067,0.0858658],"study_design_scores_gemma":[0.008607101,0.007926271,0.03180439,0.001420685,0.0001854851,0.00004051427,0.4504324,0.007344866,0.0001072285,0.001188743,0.4898391,0.001103134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933863,0.0006817647,0.0001613471,0.001882456,0.0004811824,0.00179939,0.00007269863,0.0001092444,0.001425567],"genre_scores_gemma":[0.9968284,0.000274651,0.000530648,0.0007716764,0.0004463015,0.0001313109,0.0000309302,0.00003594636,0.0009500968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3677721,"threshold_uncertainty_score":0.9997473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631838962094081,"score_gpt":0.4808444582819589,"score_spread":0.3176605620725508,"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."}}