{"id":"W4200504913","doi":"10.37191/mapsci-2582-4333","title":"Journal of Clinical and Medical Research","year":2019,"lang":"en","type":"paratext","venue":"","topic":"Cancer Research and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01130853,0.0009720813,0.001571603,0.005545598,0.002031247,0.01203193,0.001584957,0.003026897,0.174045],"category_scores_gemma":[0.05377385,0.0004121939,0.0006782296,0.005035772,0.003317699,0.003570609,0.003461906,0.005170718,0.1241924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178805,"about_ca_system_score_gemma":0.01403392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110502,"about_ca_topic_score_gemma":0.001431283,"domain_scores_codex":[0.984077,0.004417023,0.002350556,0.001054947,0.007294795,0.0008057184],"domain_scores_gemma":[0.9483203,0.01125089,0.003543732,0.005636461,0.0239237,0.007324906],"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":[0.0001230295,0.0001423097,0.001233219,0.001922163,0.00005686924,0.0002670251,0.0001853823,0.00006439166,0.0006912099,0.01866842,0.6944535,0.2821924],"study_design_scores_gemma":[0.00001963078,0.00004366445,0.001025657,0.001143046,0.00001443945,0.001042515,0.0001166647,0.00004144702,0.0001865992,0.004379827,0.9919752,0.00001122255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002403864,0.1818083,0.007095343,0.06374911,0.09365253,0.001175901,0.003432072,0.001108185,0.6455747],"genre_scores_gemma":[0.06860196,0.2532709,0.01750902,0.03627259,0.09070609,0.001740388,0.008960187,0.001213886,0.5217249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.825955,"threshold_uncertainty_score":0.5822387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3064481177735356,"score_gpt":0.6249383973140958,"score_spread":0.3184902795405603,"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."}}