{"id":"W4401460355","doi":"10.46747/cfp.700708e100","title":"À quel point les appareils auditifs vendus directement aux consommateurs sont-ils utiles?","year":2024,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Élisabeth Bruyère Hospital","funders":"","keywords":"Computer science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005732339,0.0006627431,0.0006336481,0.0005969162,0.0005253638,0.0004585256,0.0004817964,0.0005136789,0.002543006],"category_scores_gemma":[0.00002731522,0.0007998038,0.000423467,0.0007344845,0.0005721689,0.000265772,0.00005037605,0.0008344137,0.01898009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002798776,"about_ca_system_score_gemma":0.003367463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2029147,"about_ca_topic_score_gemma":0.1606861,"domain_scores_codex":[0.9949276,0.0005483376,0.0006433586,0.001101775,0.0003325126,0.002446358],"domain_scores_gemma":[0.9967977,0.0001988687,0.0001149821,0.0008228691,0.0001523416,0.001913199],"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":[0.00001957529,0.0001263279,0.00001990707,0.0001488826,0.0002706285,0.0008225616,0.003526122,0.00001258052,0.001283908,0.05212113,0.5943769,0.3472715],"study_design_scores_gemma":[0.0005485895,0.0001870415,0.004182772,0.000663046,0.0001962183,0.00001432072,0.02013144,0.0004766905,0.00006351113,0.002486047,0.9701706,0.0008797608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03874721,0.06217453,0.0003304488,0.01586134,0.01703909,0.001235895,0.003068981,0.0005200094,0.8610225],"genre_scores_gemma":[0.8218564,0.0009073203,0.00008468577,0.09111462,0.003496398,0.000343131,0.0003694373,0.0002618807,0.08156608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7831092,"threshold_uncertainty_score":0.9994453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691928091210092,"score_gpt":0.3259469472002631,"score_spread":0.2590276662881622,"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."}}