{"id":"W2899745140","doi":"10.18192/aporia.v10i1.3194","title":"Commentaire de lecture du livre Health Advocacy Inc.","year":2018,"lang":"fr","type":"article","venue":"Aporia","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.006053512,0.0003655475,0.0006408196,0.0001032573,0.002571509,0.00005399533,0.0003526145,0.0009280732,0.008003076],"category_scores_gemma":[0.001092599,0.000348833,0.00009811051,0.0004142014,0.0002298433,0.000403571,0.0001973841,0.001982666,0.005450621],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002235,"about_ca_system_score_gemma":0.005703509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08830971,"about_ca_topic_score_gemma":0.01693412,"domain_scores_codex":[0.9890289,0.00729946,0.001136177,0.0005172227,0.0003617452,0.001656527],"domain_scores_gemma":[0.9950966,0.001791864,0.0009223426,0.0007352465,0.0004202672,0.001033692],"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":[0.00009463749,0.0001920905,0.01437972,0.001737908,0.0000657414,0.00002786182,0.05010752,3.784232e-7,0.000007602019,0.01500419,0.7967764,0.121606],"study_design_scores_gemma":[0.0008620492,0.001030666,0.007121559,0.001438074,0.00003001037,0.00006929872,0.008460648,0.000107752,0.000008924993,0.002570166,0.9780115,0.0002893502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03524905,0.02448452,0.0009422558,0.8800033,0.03102105,0.001914779,0.0001367551,0.0002140585,0.02603418],"genre_scores_gemma":[0.884322,0.003981033,0.001860996,0.07811035,0.0203069,0.00007865368,0.00008479295,0.00009913987,0.01115606],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.849073,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07967433392535976,"score_gpt":0.4748746764417937,"score_spread":0.3952003425164339,"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."}}