{"id":"W3208391743","doi":"10.5281/zenodo.3267531","title":"CamDavidsonPilon/lifelines: v0.22.0","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005158221,0.003819119,0.001924481,0.002468474,0.0009043309,0.004753402,0.006682386,0.003426873,0.5207106],"category_scores_gemma":[0.02561346,0.004227183,0.003872119,0.001835604,0.0009035351,0.004490277,0.004112358,0.004438284,0.4638955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286556,"about_ca_system_score_gemma":0.003372162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008671689,"about_ca_topic_score_gemma":0.007045655,"domain_scores_codex":[0.997903,0.0004025239,0.0002073708,0.0004905434,0.0007095338,0.0002870395],"domain_scores_gemma":[0.9897063,0.00442675,0.0006441974,0.002093821,0.00264445,0.0004844679],"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":[0.0001986447,0.00004093682,0.001050786,0.0008190383,0.00006014655,0.0001232711,0.0001457956,0.001797039,0.0007020571,0.004685237,0.9557775,0.03459958],"study_design_scores_gemma":[0.0002409932,0.00005740528,0.001183913,0.0004493802,0.00005173114,0.0002518667,0.00003256192,0.008253572,0.003464867,0.01424812,0.9716275,0.0001381921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007349966,0.0005284247,0.09028673,0.0007648435,0.0006915996,0.000256628,0.08554824,0.7885864,0.03260218],"genre_scores_gemma":[0.0103196,0.0009643172,0.05724516,0.002766571,0.0004893871,0.001638469,0.1183669,0.7330171,0.07519251],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5207106,"threshold_uncertainty_score":0.6836481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07594689455677812,"score_gpt":0.3332292661522704,"score_spread":0.2572823715954923,"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."}}