{"id":"W4389986089","doi":"10.52358/mm.vi13.377","title":"Visionnement de vidéos explicatives vulgarisées en chirurgie cardiaque : l’expérience utilisateur de personnes âgées","year":2023,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Université du Québec à Montréal; Université de Moncton; Université du Québec à Trois-Rivières; Université TÉLUQ","funders":"","keywords":"Humanities; Medicine; Political science; Gynecology; 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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008584332,0.0006067908,0.000741,0.0007841457,0.003810529,0.000254773,0.0006473304,0.000950215,0.003122141],"category_scores_gemma":[0.00861475,0.0006673871,0.0003336705,0.002353306,0.0002852473,0.001492357,0.0003443008,0.001830656,0.004660212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411373,"about_ca_system_score_gemma":0.004894068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01325614,"about_ca_topic_score_gemma":0.004815321,"domain_scores_codex":[0.9833406,0.01130696,0.001617765,0.000975803,0.0007822093,0.001976636],"domain_scores_gemma":[0.982458,0.01402834,0.0009434043,0.001142177,0.00054288,0.0008852085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002826679,0.0004856605,0.07206271,0.00117239,0.0003366573,0.00005119219,0.5713208,0.004696155,0.000580495,0.1544107,0.16504,0.02981509],"study_design_scores_gemma":[0.0007049833,0.0001304879,0.3194204,0.0005882852,0.0001647227,0.00002340405,0.1107415,0.01235133,0.00004754985,0.003634764,0.5515976,0.0005950341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5312067,0.01129324,0.01793525,0.3682115,0.00709031,0.006129293,0.004124139,0.001802798,0.05220671],"genre_scores_gemma":[0.9378572,0.01471327,0.009482431,0.004222091,0.002365304,0.003495302,0.0005116108,0.0001697691,0.027183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4605793,"threshold_uncertainty_score":0.9997361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09226542855961087,"score_gpt":0.440648336811632,"score_spread":0.3483829082520211,"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."}}