{"id":"W4411659739","doi":"10.51847/dghnln3ucn8825","title":"10.51847/dghnln3ucn8825","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Internal medicine; Oncology","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":[0.00007242876,0.0001122691,0.0002044623,0.00006227665,0.00004443359,0.00001208894,0.00008416661,0.00005245829,0.9990818],"category_scores_gemma":[0.0000171075,0.0001032148,0.00007124715,0.0001380471,0.00002597167,0.00006043459,0.00001573128,0.0001023171,0.9767279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007171296,"about_ca_system_score_gemma":0.00009138777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002198952,"about_ca_topic_score_gemma":1.279133e-7,"domain_scores_codex":[0.9992421,0.0000149821,0.0001505618,0.0002045615,0.0001581072,0.0002296696],"domain_scores_gemma":[0.999413,0.00002347751,0.00001422907,0.0002936444,0.00002977096,0.0002258597],"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":[0.0003653528,0.00003543137,0.000001971043,0.00001211153,0.00002527267,0.00002512541,0.00002042784,0.00001377963,0.0003743993,4.497573e-7,0.1070727,0.892053],"study_design_scores_gemma":[0.0008180523,0.0002840414,0.0004960339,0.00002069856,0.00003095486,0.00003224855,0.000001064337,0.0001428345,0.0001191481,6.209274e-7,0.9979338,0.0001205093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008211749,0.0001119642,4.294421e-7,0.0006962023,0.000003751398,0.000229774,0.00001318405,0.0001100268,0.9906229],"genre_scores_gemma":[0.0007668846,0.000001784139,0.0002148421,0.001274212,0.0001931012,0.00001448223,0.00004129058,0.00002225795,0.9974712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8919325,"threshold_uncertainty_score":0.4208977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562808928642036,"score_gpt":0.20813421306226,"score_spread":0.1995714041336179,"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."}}