{"id":"W3184155829","doi":"10.1016/j.abdp.2020.06.029","title":"10.1016/j.abdp.2020.06.029","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":"Medicine; Carcinoma; Oncology; Gynecology; Internal medicine","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":[0.00004343579,0.0001205798,0.0002059746,0.00003480926,0.00003883901,0.00001546563,0.00005311167,0.00004024184,0.9984762],"category_scores_gemma":[0.00001050153,0.000100941,0.0000865294,0.0001406717,0.00001767633,0.00002818082,0.00001646562,0.00006462475,0.9949325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040205,"about_ca_system_score_gemma":0.00004126375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005877126,"about_ca_topic_score_gemma":6.450658e-7,"domain_scores_codex":[0.9992985,0.00001055032,0.0001318782,0.0002142149,0.0001412078,0.0002036922],"domain_scores_gemma":[0.9994518,0.00002758332,0.00001555369,0.0002747398,0.00002846053,0.0002019341],"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":[0.00009282344,0.0001735418,0.000003279134,0.000006482071,0.00004824528,0.00004563565,0.00001253511,0.00000582877,0.00001796564,3.443863e-7,0.5192909,0.4803024],"study_design_scores_gemma":[0.0009510736,0.0004400132,0.000522263,0.00005560453,0.0001105265,0.0000407726,8.00542e-7,0.00002244115,0.0002613041,0.000002269481,0.9974903,0.0001026331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002906239,0.0004249441,8.711832e-8,0.002553362,0.000001380518,0.0003012251,0.0000220392,0.00008688853,0.9937038],"genre_scores_gemma":[0.001410617,0.000004554061,0.0000697232,0.000224969,0.0002532753,0.00007377141,0.00004562311,0.00002295259,0.9978945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4801998,"threshold_uncertainty_score":0.4116253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006126339135035052,"score_gpt":0.2019848594997506,"score_spread":0.1958585203647155,"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."}}