{"id":"W6931202415","doi":"10.5281/zenodo.5068283","title":"tardis-sn/tardis: TARDIS 2021.7.2.dev1+g58e4e79d","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pipeline (software); Sequence (biology); Component (thermodynamics); Control theory (sociology)","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":[0.002493982,0.002990223,0.001415155,0.003152983,0.001684339,0.005246162,0.005670167,0.003952188,0.7912132],"category_scores_gemma":[0.008738236,0.002860587,0.001710521,0.002123743,0.001051138,0.00406322,0.004808584,0.003182192,0.8585043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323186,"about_ca_system_score_gemma":0.002183257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00742761,"about_ca_topic_score_gemma":0.00969401,"domain_scores_codex":[0.9983472,0.0001696481,0.000132705,0.0003051212,0.0008173584,0.0002279669],"domain_scores_gemma":[0.9949052,0.0009911644,0.0003134185,0.001202662,0.00171472,0.0008726884],"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":[0.0001470522,0.00003494649,0.0002154428,0.0002620405,0.00001065184,0.00004343574,0.00005835989,0.0001546071,0.0008108289,0.001757787,0.968551,0.0279539],"study_design_scores_gemma":[0.00007999738,0.0000356078,0.0004675848,0.0001160035,0.000009370869,0.0001285967,0.00003192578,0.0002402698,0.002388715,0.001670581,0.9947931,0.00003831707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001104418,0.0005497154,0.03087714,0.001556866,0.001924326,0.0004896547,0.2148265,0.4262896,0.3223818],"genre_scores_gemma":[0.004762828,0.0005025939,0.01715548,0.001399452,0.0002987561,0.0006703085,0.2281978,0.4620675,0.2849453],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7912132,"threshold_uncertainty_score":0.297809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778537427248022,"score_gpt":0.3379513574710115,"score_spread":0.2801659831985313,"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."}}