{"id":"W2160429306","doi":"10.1503/cmaj.109-4794","title":"A blueprint for medical research stardom","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Superstar; Blueprint; Computer science; Internet privacy; Art; Art history; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05402936,0.001013281,0.001563448,0.002975379,0.01198829,0.033395,0.002613832,0.01888645,0.04088673],"category_scores_gemma":[0.09876692,0.001123669,0.001235139,0.00289188,0.03661566,0.02274349,0.02098927,0.04203624,0.03115789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009326991,"about_ca_system_score_gemma":0.05130618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006237921,"about_ca_topic_score_gemma":0.01174827,"domain_scores_codex":[0.942118,0.02137245,0.002274342,0.004849688,0.02421118,0.005174209],"domain_scores_gemma":[0.8740334,0.02398456,0.003782767,0.01630191,0.03047313,0.05142434],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002769121,0.00004421814,0.0002186278,0.0001247769,0.00001377391,0.00008446786,0.001063083,0.00006210358,0.0001710281,0.3558293,0.614378,0.027983],"study_design_scores_gemma":[0.00002344541,0.00002814359,0.0002350621,0.0001875017,0.000003616427,0.0001197343,0.0006933161,0.00004960251,0.00006082489,0.06771643,0.9308593,0.00002304429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005373334,0.00464456,0.005276882,0.8706517,0.03015417,0.00009015511,0.00008570797,0.0003514455,0.08820806],"genre_scores_gemma":[0.03437307,0.006187579,0.01423048,0.730123,0.02135674,0.0003988292,0.000161458,0.000644605,0.1925242],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.990673,"threshold_uncertainty_score":0.285738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128631115419074,"score_gpt":0.4655755371428262,"score_spread":0.3527124256009188,"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."}}