{"id":"W6930046016","doi":"10.5281/zenodo.10964007","title":"vivo-project/VIVO: Release vivo-1.14.2","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Thales (Canada)","funders":"","keywords":"Documentation; In vivo; Immediate release; Key (lock)","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":[0.004458022,0.003010811,0.001961524,0.001821693,0.001604024,0.006857933,0.00502248,0.002501736,0.5372885],"category_scores_gemma":[0.0138196,0.00388525,0.002429019,0.001536347,0.0007804623,0.006843988,0.00629489,0.004792635,0.7169267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478374,"about_ca_system_score_gemma":0.002287879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004698152,"about_ca_topic_score_gemma":0.004585085,"domain_scores_codex":[0.9973388,0.0003504698,0.0002352472,0.0005264638,0.001237478,0.0003114647],"domain_scores_gemma":[0.9934155,0.001086883,0.0003193828,0.002048121,0.002324529,0.0008056243],"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":[0.0001555391,0.00003753671,0.0001644272,0.0003886077,0.00001760413,0.00003127591,0.00007804151,0.0001359418,0.002297227,0.001044988,0.9799238,0.01572498],"study_design_scores_gemma":[0.00005724151,0.00002747345,0.0002994825,0.0001140328,0.00001313423,0.0000833022,0.00003499488,0.0002186608,0.004844325,0.0006865825,0.9935752,0.00004572779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00131743,0.001894056,0.05231609,0.001958858,0.002590975,0.0008626656,0.1831327,0.5760151,0.1799121],"genre_scores_gemma":[0.005563928,0.001664759,0.02552241,0.002098201,0.0002834295,0.001212973,0.2701852,0.5104937,0.1829754],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5372885,"threshold_uncertainty_score":0.6600018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716227611747001,"score_gpt":0.3057256703624357,"score_spread":0.2685633942449657,"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."}}