{"id":"W4406546923","doi":"10.1016/s1541-9800(07)70350-2","title":"10.1016/s1541-9800(07)70350-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004847277,0.0001324879,0.000226206,0.00005057703,0.00004313334,0.00001721577,0.000058368,0.00004580944,0.9990226],"category_scores_gemma":[0.00001161009,0.0001107003,0.00009110507,0.0001274711,0.00002214158,0.0000327649,0.00001712177,0.00006848244,0.9969086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103159,"about_ca_system_score_gemma":0.00004294085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101475,"about_ca_topic_score_gemma":7.704423e-7,"domain_scores_codex":[0.9992101,0.00001164348,0.0001440261,0.0002278568,0.0001792849,0.0002271273],"domain_scores_gemma":[0.9993935,0.00003052521,0.00001742967,0.00031088,0.00003298697,0.0002147106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001327878,0.0002081859,0.000003086477,0.000007288108,0.00004923647,0.00003613309,0.00001360682,0.000005740016,0.00001179913,5.536498e-7,0.4687991,0.5307325],"study_design_scores_gemma":[0.001059256,0.0005472193,0.0009748703,0.00006346325,0.0001110607,0.00002926188,8.079589e-7,0.0000193634,0.0003399391,0.000003608912,0.9967377,0.0001134398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002990356,0.0003804002,1.131898e-7,0.001994707,0.000001791455,0.0003221977,0.0000174541,0.00009478037,0.9941982],"genre_scores_gemma":[0.001505717,0.000004138587,0.00008282819,0.0002232455,0.0002289005,0.00008196152,0.00003094042,0.00002547322,0.9978168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.530619,"threshold_uncertainty_score":0.4514229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007343806492792792,"score_gpt":0.2034972203706789,"score_spread":0.1961534138778862,"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."}}