{"id":"W4392829932","doi":"10.62212/revuepossibles.v44i1.622","title":"Calderavif","year":2020,"lang":"en","type":"article","venue":"Revue Possibles","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Resolute Forest Products (Canada)","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001672968,0.001312431,0.0009009946,0.001999612,0.002891428,0.002975184,0.001178632,0.004010564,0.1066713],"category_scores_gemma":[0.004346936,0.0004343693,0.0007431344,0.0007731719,0.001440533,0.001025044,0.002005746,0.004817873,0.01951927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222941,"about_ca_system_score_gemma":0.005557019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388817,"about_ca_topic_score_gemma":0.04196163,"domain_scores_codex":[0.9981294,0.0002557841,0.00007123125,0.0004462771,0.0007547198,0.0003425716],"domain_scores_gemma":[0.9974743,0.0005483108,0.0001534242,0.0001580945,0.0008712648,0.0007947254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001699045,0.0004641475,0.0228488,0.0006278583,0.0001485571,0.02002972,0.001055902,0.001487751,0.01185237,0.06153526,0.3232063,0.5550444],"study_design_scores_gemma":[0.00005745581,0.0001825863,0.006626782,0.0002232702,0.00002007926,0.007319843,0.0004062818,0.0003597216,0.002413912,0.0013169,0.9810394,0.00003368041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1165593,0.08997846,0.02595138,0.1682644,0.09990117,0.00054783,0.004878186,0.003633293,0.4902859],"genre_scores_gemma":[0.1228208,0.01099685,0.01498817,0.0119348,0.00387655,0.0001581306,0.00090211,0.0007166527,0.833606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1066713,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527146650049689,"score_gpt":0.2601946183176143,"score_spread":0.2149231518171174,"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."}}