{"id":"W2271861691","doi":"10.1177/2333393615605116","title":"Walking With Meaning","year":2015,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fraser Health","funders":"","keywords":"Dementia; Meaning (existential); Enthusiasm; Psychology; Physical activity; Gerontology; Social psychology; Medicine; Psychotherapist; Physical medicine and rehabilitation; Disease","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":[0.01138459,0.00008861991,0.0001684918,0.00007563033,0.001088424,0.0002002032,0.000274254,0.00007793984,0.00004140745],"category_scores_gemma":[0.00356745,0.00007463686,0.00002874836,0.001050915,0.001204154,0.0002708244,0.00003006505,0.0002917268,0.0001070494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980874,"about_ca_system_score_gemma":0.001378227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561701,"about_ca_topic_score_gemma":0.002996185,"domain_scores_codex":[0.9931343,0.003521819,0.0001772187,0.0002548239,0.001833883,0.001078016],"domain_scores_gemma":[0.9971638,0.001106149,0.00004190928,0.0001422666,0.0009289486,0.0006169302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007451385,0.00003513266,0.002619761,0.0000140319,0.000006228684,0.000009773379,0.3773457,0.000002410619,3.050698e-7,0.5899198,0.01679427,0.01317807],"study_design_scores_gemma":[0.0003282987,0.0001322407,0.002392876,0.0003681199,0.000002933828,0.000001600099,0.7769097,0.000008372182,0.000003163462,0.1986507,0.02108844,0.0001135284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1388344,0.0006410105,0.0006629251,0.02910936,0.0003982574,0.0003589476,0.0000130323,0.0001098516,0.8298722],"genre_scores_gemma":[0.9949524,0.00001530627,0.003028656,0.0003647699,0.000266423,0.00001514958,0.000003095671,0.000009207708,0.001344977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.856118,"threshold_uncertainty_score":0.9909381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3839680813084679,"score_gpt":0.6209532530933867,"score_spread":0.2369851717849188,"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."}}