{"id":"W2746734983","doi":"10.1016/j.jneuroling.2005.01.004","title":"","year":2005,"lang":"en","type":"article","venue":"Journal of Neurolinguistics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Humanities; Philosophy; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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"],"consensus_categories":[],"category_scores_codex":[0.02401582,0.0003063869,0.001855784,0.0007922941,0.0002451982,0.0001602597,0.0007883192,0.0001755025,0.00008800906],"category_scores_gemma":[0.05979487,0.0003747933,0.0004124962,0.0002846517,0.0001047151,0.0006508403,0.00007554782,0.000715774,0.0002781495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322169,"about_ca_system_score_gemma":0.0002720372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005327511,"about_ca_topic_score_gemma":0.00003751206,"domain_scores_codex":[0.9853495,0.0004076289,0.01292936,0.0004047975,0.0002727809,0.0006358754],"domain_scores_gemma":[0.9830281,0.002372363,0.0127258,0.0005880115,0.0006998214,0.0005858616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009865358,0.003143634,0.4330514,0.001293485,0.00101344,0.00473863,0.02431849,0.1087106,0.0001771418,0.2884676,0.1317681,0.002330986],"study_design_scores_gemma":[0.005580784,0.001349774,0.03440894,0.0002111319,0.00006927375,0.009538318,0.0007731852,0.02942532,0.00003548117,0.06878883,0.848793,0.001025974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594877,0.003559816,0.01884882,0.1122666,0.003531785,0.0003488446,0.0001133056,0.00004507446,0.001798058],"genre_scores_gemma":[0.9214089,0.0003100528,0.0267471,0.04302743,0.008333327,0.000004667304,0.000002250287,0.00005784461,0.0001084417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7170249,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3903332349009176,"score_gpt":0.4557867848683152,"score_spread":0.0654535499673976,"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."}}