{"id":"W7030320839","doi":"","title":"Making meaningful connections: a profile of social isolation and health among older adults in small town and small city, British Columbia","year":2009,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Small town; Social isolation; Population; Small island; Isolation (microbiology); Metropolitan area","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004110354,0.00016005,0.0004242544,0.0001731948,0.0005929758,0.00005569895,0.0001436059,0.0002546393,0.0001574034],"category_scores_gemma":[0.00002998767,0.0002769618,0.00006685785,0.0004569736,0.0002144805,0.000675663,0.000127099,0.0004244966,0.000001480971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329696,"about_ca_system_score_gemma":0.0001183903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005160504,"about_ca_topic_score_gemma":0.11857,"domain_scores_codex":[0.9984418,0.0003386529,0.000306925,0.0004434916,0.0001012726,0.000367826],"domain_scores_gemma":[0.9992254,0.0001433649,0.000315212,0.0001038399,0.00009621298,0.0001160072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001832021,0.001368136,0.9280985,0.0006689321,0.0002638926,0.0005436699,0.01617103,0.0003455947,0.0005784383,0.004757108,0.009454066,0.03591864],"study_design_scores_gemma":[0.007334049,0.000370246,0.968574,0.0004058852,0.0000857437,0.00008427296,0.01036573,0.009667132,0.00003599355,0.0003290037,0.002286054,0.0004619022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953169,0.0003660874,0.0007911905,0.0005358179,0.000206071,0.001086824,0.0005440993,0.00005738361,0.001095669],"genre_scores_gemma":[0.9947941,0.0001571891,0.0004247772,0.0003988576,0.00005418681,0.000003717603,0.00003552916,0.00001284781,0.004118809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134095,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292999631264134,"score_gpt":0.3194044221785171,"score_spread":0.2664744258658757,"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."}}