{"id":"W2164296212","doi":"10.1177/0011392107073303","title":"Older Women and ‘Frailty’","year":2007,"lang":"en","type":"article","venue":"Current Sociology","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Resistance (ecology); Narrative; Sociology; Gender studies; Older people; Gerontology; Focus group; Social psychology; Psychology; Medicine; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008000631,0.0001034127,0.0001851263,0.00008270586,0.0001105201,0.000004164773,0.0001276917,0.0002061268,0.001633221],"category_scores_gemma":[0.00004755811,0.00009235329,0.00002903546,0.00004740678,0.0007852257,0.00002009924,0.00006662834,0.0004210696,0.0006089812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004513661,"about_ca_system_score_gemma":0.00001934777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008880967,"about_ca_topic_score_gemma":0.000004412169,"domain_scores_codex":[0.9986344,0.0001504878,0.0001581677,0.0003073184,0.00005870197,0.0006909549],"domain_scores_gemma":[0.9992833,0.0003060125,0.00004002679,0.000199093,0.00003016736,0.0001413858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001555169,0.0003325414,0.2343152,0.00003839354,0.0001699856,0.00005794923,0.1769681,4.235959e-8,0.00006803371,0.1028627,0.05041372,0.4346178],"study_design_scores_gemma":[0.001839321,0.0002628692,0.8642984,0.000008668322,0.00001129951,0.00008276103,0.01622089,0.000004045098,0.00001385524,0.0141738,0.1027796,0.0003045253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97746,0.004858926,0.00121224,0.000619442,0.001454685,0.0001011374,0.000002782916,0.0000676261,0.01422312],"genre_scores_gemma":[0.9957172,0.00001469045,0.00002982629,0.0002391065,0.0002667511,0.00003338425,0.000008054484,0.00001048384,0.003680554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6299832,"threshold_uncertainty_score":0.9992794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09745700145773194,"score_gpt":0.4657343183794458,"score_spread":0.3682773169217139,"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."}}