{"id":"W2516216935","doi":"10.7748/ns.16.4.20.s36","title":"'There are so many aspects of the ageing process that are never discussed in polite company. How many middle-aged men discuss their ear hair growth with you? '","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Politeness; Geriatrics; The Internet; Medicine; Medical education; Public relations; Psychology; Gerontology; Political science; Law; Computer science; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005487261,0.0003760704,0.0006485484,0.000193929,0.0004248163,0.0001211069,0.0006813426,0.0002333521,0.0001054712],"category_scores_gemma":[0.00004790269,0.0002117216,0.0001313695,0.0005704028,0.0008959745,0.0002401133,0.00005395424,0.000880662,0.000006429344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684511,"about_ca_system_score_gemma":0.000132569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002366016,"about_ca_topic_score_gemma":0.001185099,"domain_scores_codex":[0.9969283,0.0005128761,0.0002761594,0.0006504413,0.0006698992,0.0009623042],"domain_scores_gemma":[0.9984577,0.0001291673,0.0003243134,0.0007897235,0.0001647922,0.0001342621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002496551,0.0005217721,0.9263643,0.0002494742,0.0002602358,0.0005254604,0.05961945,0.00002769241,0.00009096738,0.004742204,0.002042104,0.003059817],"study_design_scores_gemma":[0.002775787,0.0002034925,0.8970435,0.00240796,0.00005216928,0.0001040686,0.09144972,0.00006799393,0.000591449,0.004613138,0.000327863,0.00036286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538706,0.0008446508,0.0007425147,0.01868222,0.0002755911,0.0006279182,0.0001017651,0.000111404,0.02474332],"genre_scores_gemma":[0.9945819,0.000008240682,0.00003924119,0.0001228781,0.00009954206,0.00003986543,0.000008089064,0.00007374495,0.005026547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04071124,"threshold_uncertainty_score":0.8633758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398677917694291,"score_gpt":0.3152128274648828,"score_spread":0.2753450356954537,"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."}}