{"id":"W2444567880","doi":"10.1002/cncr.24299","title":"CancerScope","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Medicine; The Internet; Cancer; Family medicine; World Wide Web; Internal medicine; 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":[0.001881995,0.0008453429,0.001022506,0.002655295,0.001350788,0.005277215,0.001949697,0.002836941,0.5022052],"category_scores_gemma":[0.007813168,0.0005939779,0.001202981,0.002270779,0.0005435269,0.003150558,0.003725135,0.002784387,0.3780949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172521,"about_ca_system_score_gemma":0.003025437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570597,"about_ca_topic_score_gemma":0.005178551,"domain_scores_codex":[0.9986715,0.0002103255,0.0001096504,0.0002460531,0.0006036831,0.000158749],"domain_scores_gemma":[0.9975591,0.0005274703,0.0001607285,0.0003257434,0.0009598761,0.0004669794],"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":[0.0001350235,0.00002281535,0.0004266872,0.000374266,0.00001000932,0.0001130805,0.00006826272,0.00005826461,0.0001945973,0.004197399,0.8914711,0.1029285],"study_design_scores_gemma":[0.0000187186,0.00001061023,0.0002017589,0.00009084141,0.000004359294,0.0001265764,0.00001806913,0.00002197587,0.00006977511,0.0006846464,0.9987489,0.000003713467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00227566,0.0219643,0.007223672,0.02402108,0.01359006,0.0008734889,0.07051931,0.01535796,0.8441746],"genre_scores_gemma":[0.01562128,0.02030525,0.009235662,0.02399614,0.003762263,0.0011885,0.08866465,0.005787525,0.8314389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5022052,"threshold_uncertainty_score":0.7100439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00840438135127644,"score_gpt":0.2866939063780917,"score_spread":0.2782895250268153,"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."}}