{"id":"W6949711918","doi":"10.5281/zenodo.14768368","title":"khanlab/snakebids: 0.14.0","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Robarts Clinical Trials; Western University","funders":"","keywords":"Parsing; Workflow; Upload; Documentation; Plug-in","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":[0.003316836,0.003569627,0.001600861,0.002770336,0.0009522852,0.005392761,0.007970745,0.002842662,0.4188838],"category_scores_gemma":[0.01173621,0.004838526,0.003051828,0.001807528,0.001285735,0.005623875,0.006949289,0.004524889,0.5423108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026059,"about_ca_system_score_gemma":0.002108337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007946,"about_ca_topic_score_gemma":0.002723224,"domain_scores_codex":[0.9977161,0.0002540793,0.0002039934,0.0006081842,0.000877023,0.0003407059],"domain_scores_gemma":[0.9947107,0.0009084477,0.0003145821,0.00230553,0.001218642,0.0005421307],"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":[0.0005196647,0.00007399132,0.000771748,0.000595041,0.00007465034,0.0001325128,0.0001929902,0.0006999023,0.002732131,0.004716877,0.9221535,0.06733696],"study_design_scores_gemma":[0.0002166846,0.00005501729,0.0009867129,0.0001584351,0.00004596217,0.0002686854,0.00004211272,0.002405471,0.01303948,0.005749734,0.9768707,0.0001611011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004502206,0.0001223123,0.03045405,0.0001792257,0.0002129814,0.00008355414,0.01261168,0.9360318,0.01985427],"genre_scores_gemma":[0.01073013,0.0002617491,0.02931455,0.0009309875,0.0001169948,0.0004607902,0.05901899,0.8190324,0.08013351],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4188838,"threshold_uncertainty_score":0.8288918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704638380012773,"score_gpt":0.2634891615385988,"score_spread":0.2364427777384711,"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."}}