{"id":"W4239556235","doi":"10.1097/tgr.0000000000000199","title":"Preface","year":2018,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); CITES; Depression (economics); Medicine; Psychology; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001290057,0.00005636315,0.0000927536,0.00016355,0.0002366759,0.000005773226,0.00009763303,0.0001180314,0.001099546],"category_scores_gemma":[0.001583458,0.00004829373,0.00002430652,0.0004484025,0.00005075417,0.0001829844,0.00003746951,0.0002940116,0.000766575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598393,"about_ca_system_score_gemma":0.0001774385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131886,"about_ca_topic_score_gemma":0.00009620877,"domain_scores_codex":[0.9984732,0.0005933302,0.0003279198,0.0001704906,0.0002087089,0.0002263308],"domain_scores_gemma":[0.9978585,0.001561538,0.00008668508,0.0002118885,0.0002453522,0.00003606803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004961061,0.0002418655,0.8592348,0.000294236,0.00001418687,0.000001566367,0.02027433,0.00001656423,0.001324805,0.04762426,0.02126676,0.0492105],"study_design_scores_gemma":[0.0006649522,0.0003296681,0.7991304,0.00002887113,0.000002617256,1.622283e-7,0.001499494,0.0001782767,0.00002348492,0.02523962,0.1728231,0.00007931874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477673,0.00006795175,0.0003697013,0.007367598,0.0008048689,0.0006956376,0.000001897421,0.00003921839,0.04288589],"genre_scores_gemma":[0.9741477,0.00006561639,0.01270834,0.000369062,0.002002551,0.0001801766,0.000009306349,0.00001462189,0.01050268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515563,"threshold_uncertainty_score":0.9998136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0597529967204849,"score_gpt":0.484182403618712,"score_spread":0.4244294068982271,"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."}}