{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002711967,0.0008368634,0.001310402,0.00170327,0.001681921,0.00372037,0.001143404,0.001561039,0.1477759],"category_scores_gemma":[0.01118438,0.0004572793,0.001297871,0.003429179,0.0003864062,0.002356648,0.001948933,0.00261838,0.03040634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012286,"about_ca_system_score_gemma":0.004146256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005766575,"about_ca_topic_score_gemma":0.005744737,"domain_scores_codex":[0.9976463,0.0009141379,0.0002973239,0.0004318665,0.0003838721,0.0003265118],"domain_scores_gemma":[0.9971411,0.0006118204,0.0004498783,0.0003958853,0.0009871875,0.0004140388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01111767,0.0008214499,0.08393753,0.008922169,0.001261896,0.0008050217,0.0009517116,0.0003191378,0.000355537,0.02066107,0.621038,0.2498088],"study_design_scores_gemma":[0.004418663,0.00116517,0.07814462,0.00935348,0.00104559,0.001347027,0.001999867,0.0004769697,0.0002352568,0.02507012,0.8765808,0.0001623712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07640924,0.09272325,0.00654898,0.02958451,0.0135523,0.006600463,0.257647,0.0008992575,0.516035],"genre_scores_gemma":[0.38236,0.07498794,0.01250482,0.03031495,0.005215785,0.02031246,0.1761171,0.001145221,0.2970417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1477759,"threshold_uncertainty_score":0.4943596,"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."}}