{"id":"W6921154453","doi":"10.6084/m9.figshare.c.3879427_d2.v1","title":"Additional File 2:","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Focus group; Focus (optics); Task force; Task (project management); Breast cancer; Point (geometry)","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":["insufficient_payload"],"category_scores_codex":[0.002629549,0.0008391136,0.001193253,0.00249261,0.001589922,0.001779334,0.001561821,0.0009983368,0.9200518],"category_scores_gemma":[0.03454566,0.0007641952,0.0006385436,0.004752948,0.0002864785,0.002045114,0.001163819,0.001268898,0.2786983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784911,"about_ca_system_score_gemma":0.00386218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02548275,"about_ca_topic_score_gemma":0.03056731,"domain_scores_codex":[0.9991627,0.0002507101,0.0001341733,0.0001412931,0.0001863572,0.0001248187],"domain_scores_gemma":[0.9791719,0.01544674,0.0007257826,0.0008129088,0.00326623,0.0005764206],"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":[0.0001577525,0.00006153486,0.0006339674,0.001377471,0.0000105305,0.0000287906,0.0001216142,0.0001214179,0.00001957435,0.0004247013,0.9891068,0.007935856],"study_design_scores_gemma":[0.003730662,0.0002362761,0.01961245,0.004502015,0.00008683654,0.0003018061,0.00195148,0.000668196,0.0002676397,0.007637933,0.9608879,0.0001167501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002775233,0.00003116616,0.0002874346,0.0002549825,0.00004832862,0.0006951736,0.9929678,0.0001513704,0.005286238],"genre_scores_gemma":[0.01021647,0.0005006869,0.007010816,0.002075256,0.0001695992,0.02429331,0.8960736,0.001096472,0.05856374],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07994825,"threshold_uncertainty_score":0.1140365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882927574857026,"score_gpt":0.3647091004091568,"score_spread":0.1764163429234542,"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."}}