{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005335608,0.001146867,0.0005034188,0.0018925,0.0009899334,0.001516844,0.001019582,0.00342927,0.9352708],"category_scores_gemma":[0.001470999,0.0004389715,0.0006610192,0.0009456988,0.0006996568,0.001839264,0.001142937,0.001263453,0.9292588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008330846,"about_ca_system_score_gemma":0.001019979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580677,"about_ca_topic_score_gemma":0.00376784,"domain_scores_codex":[0.999724,0.00002631098,0.00002801778,0.00006263395,0.00007396323,0.00008510964],"domain_scores_gemma":[0.9989737,0.0001943148,0.000088452,0.00005797937,0.000242077,0.000443388],"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":[0.0002822695,0.0001822224,0.004189555,0.0003626529,0.00002394698,0.0004694522,0.00004459458,0.0003448527,0.0005166239,0.003181609,0.350112,0.6402902],"study_design_scores_gemma":[0.00008066471,0.0001230016,0.004304138,0.0006067564,0.00003035958,0.003223793,0.0001189313,0.0002907038,0.0004237785,0.002802229,0.9879716,0.00002405079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002058865,0.002848003,0.0009789915,0.003757265,0.001158128,0.00007456064,0.002326759,0.0006668189,0.9861305],"genre_scores_gemma":[0.006537136,0.001417288,0.001420458,0.001598765,0.0004840503,0.0000622369,0.002188044,0.0001649909,0.986127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06472915,"threshold_uncertainty_score":0.09232831,"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."}}