{"id":"W4321019405","doi":"10.1016/j.rmr.2022.11.079","title":"The Avalanche Study","year":2023,"lang":"fr","type":"article","venue":"Revue des Maladies Respiratoires","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003730192,0.0004007298,0.0006529918,0.000161624,0.02257405,0.00008883717,0.0006232486,0.0004158037,0.0007081628],"category_scores_gemma":[0.002027358,0.0003011861,0.0002073757,0.001072999,0.000981314,0.0001189011,0.001184495,0.00110261,0.009674268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668428,"about_ca_system_score_gemma":0.0003298115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102313,"about_ca_topic_score_gemma":0.1581786,"domain_scores_codex":[0.9929768,0.002083907,0.0009807248,0.0005588658,0.0002520349,0.00314762],"domain_scores_gemma":[0.9947126,0.003441949,0.0003234764,0.0008950339,0.0004309148,0.0001960454],"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":[0.0001983861,0.000420637,0.2975936,0.002468078,0.0008018449,0.0007983862,0.2878913,0.000171327,0.00001672987,0.009704695,0.3126512,0.08728391],"study_design_scores_gemma":[0.0004838856,0.0008619372,0.1263446,0.0003242661,0.00009328382,0.00001227356,0.1847147,0.0001527465,0.000002027611,0.001036854,0.685715,0.0002584117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.854044,0.06348957,0.000006728008,0.024452,0.01112491,0.003391632,0.00008828753,0.0003933305,0.04300953],"genre_scores_gemma":[0.4028128,0.05832645,0.00006769074,0.001398825,0.004785624,0.001416606,0.00001391914,0.0001768938,0.5310012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4879917,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0976127394818269,"score_gpt":0.3797804561092014,"score_spread":0.2821677166273745,"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."}}