{"id":"W2074750873","doi":"10.5703/1288284314784","title":"Getting It System Toolkit (GIST): The GIST of Making Informed Decisions and Workflow of Buying, Borrowing, Downloading or Viewing","year":2012,"lang":"en","type":"article","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"GiST; Workflow; Upload; Computer science; World Wide Web; Database; Medicine; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004765137,0.001804527,0.001208198,0.002671508,0.001198888,0.004851032,0.001834148,0.001581647,0.02596501],"category_scores_gemma":[0.0244179,0.001664645,0.001626317,0.002406298,0.001171415,0.005952339,0.005157433,0.003197841,0.01752373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007398366,"about_ca_system_score_gemma":0.005180369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007605387,"about_ca_topic_score_gemma":0.008618607,"domain_scores_codex":[0.995892,0.001573015,0.0005190138,0.0005030225,0.001124442,0.0003885095],"domain_scores_gemma":[0.987102,0.006204301,0.0006603298,0.003339763,0.001546524,0.001146973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007140928,0.0001606249,0.007186888,0.002673866,0.0002970976,0.0005885403,0.004161661,0.007348729,0.009108601,0.04084009,0.5315894,0.3953304],"study_design_scores_gemma":[0.000430385,0.0002641593,0.007565059,0.0009097106,0.0002488211,0.0007984097,0.001480768,0.03558176,0.02842313,0.1284681,0.7952824,0.0005473905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.011237,0.0009849563,0.4917723,0.004208421,0.0004339854,0.00103096,0.03242289,0.4129325,0.04497688],"genre_scores_gemma":[0.09490173,0.001292369,0.7631862,0.001525154,0.0001184989,0.001154119,0.05694757,0.05981721,0.02105715],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02596501,"threshold_uncertainty_score":0.08686161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242922536836203,"score_gpt":0.328059238323422,"score_spread":0.2037669846398018,"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."}}