{"id":"W4236231890","doi":"10.18192/aporia.v1i4.3291","title":"Commentaire / Commentary","year":2009,"lang":"en","type":"article","venue":"Aporia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01903182,0.001601181,0.002764488,0.002941964,0.01192853,0.009213343,0.008130159,0.09924449,0.02539791],"category_scores_gemma":[0.1343076,0.001591337,0.004343184,0.003003288,0.009354122,0.006896081,0.006322223,0.08576871,0.01838498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01987061,"about_ca_system_score_gemma":0.03022174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04528119,"about_ca_topic_score_gemma":0.05260011,"domain_scores_codex":[0.9747901,0.005749803,0.002945186,0.003383501,0.008398472,0.004732842],"domain_scores_gemma":[0.9206753,0.04396775,0.006017517,0.002082166,0.02344113,0.003816007],"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":[0.00001815412,0.000004538544,0.00006139517,0.0001019887,0.00001235705,0.0003013719,0.0003044377,0.00001180776,0.00003673559,0.002256877,0.996048,0.0008423757],"study_design_scores_gemma":[0.00007345559,0.00001377353,0.0004137699,0.001179125,0.0000907508,0.0004129029,0.001662104,0.00008880239,0.0002806222,0.006184028,0.9895303,0.0000703375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001258339,0.0005934012,0.00005783329,0.9267163,0.06908216,0.0000354605,0.000123871,0.00002034277,0.003244836],"genre_scores_gemma":[0.0008736597,0.0003438804,0.0000644016,0.9699726,0.02212804,0.00007009807,0.00002118941,0.00002864065,0.006497478],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09924449,"threshold_uncertainty_score":0.144172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2257676307125031,"score_gpt":0.4748376746163226,"score_spread":0.2490700439038195,"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."}}