{"id":"W2792585817","doi":"10.1177/0894318418755730","title":"The Living Experience of Suffering: A Parse Method Study","year":2018,"lang":"en","type":"article","venue":"Nursing Science Quarterly","topic":"Resilience and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Relation (database); Parsing; Psychology; Independent living; Activities of daily living; Gerontology; Medicine; Psychiatry; Computer science; Artificial intelligence","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":[0.001870813,0.000107318,0.0001417822,0.0001111081,0.0009351165,0.00009059407,0.00079196,0.00002896064,0.00006951019],"category_scores_gemma":[0.00005367283,0.00007384138,0.0000333927,0.0008181532,0.002208788,0.0002829902,0.000004858642,0.0001040711,0.00007015221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008441778,"about_ca_system_score_gemma":0.0001263631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003619293,"about_ca_topic_score_gemma":0.0000634802,"domain_scores_codex":[0.9979309,0.000204484,0.0003099188,0.0004471273,0.0005017901,0.000605816],"domain_scores_gemma":[0.998718,0.0002458681,0.0001372908,0.0006457795,0.0001158781,0.0001371838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003913403,0.000460328,0.007745961,0.000001900777,0.000002934467,0.000002199339,0.5247395,1.902618e-7,0.008815769,0.003941876,0.00007498734,0.4541752],"study_design_scores_gemma":[0.0002061676,0.006027772,0.2713133,0.0001257301,0.000008308538,0.00004045013,0.7194322,0.0003077626,0.001824811,0.0004403168,0.00013444,0.0001387588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747798,0.00004961146,0.001950751,0.0001283258,0.00215263,0.0003305501,4.149545e-7,0.00003368223,0.02057421],"genre_scores_gemma":[0.9983385,2.289674e-7,0.0009608888,0.00006906435,0.0001028805,0.00003193874,3.545867e-8,0.000006988471,0.0004894992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540364,"threshold_uncertainty_score":0.8138372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216510870924631,"score_gpt":0.4874803608861646,"score_spread":0.4453152521769184,"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."}}