{"id":"W2030031125","doi":"10.1097/00002820-200306000-00001","title":"A New Approach to Eliciting Meaning in the Context of Breast Cancer","year":2003,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Cancer survivorship and care","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Meaning (existential); Breast cancer; Context (archaeology); Medicine; Anxiety; Qualitative research; Depression (economics); Value (mathematics); Punishment (psychology); Clinical psychology; Adversary; Psychology; Social psychology; Cancer; Psychotherapist; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002324401,0.0001212954,0.0002632772,0.00008841362,0.00004866351,0.00001651687,0.0001029825,0.00004988224,0.0001327056],"category_scores_gemma":[0.00002941918,0.00009436836,0.00006647633,0.0005468691,0.00003726029,0.00004645537,0.000006069977,0.0001879359,0.000002145021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655008,"about_ca_system_score_gemma":0.0003404577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007826093,"about_ca_topic_score_gemma":0.001427744,"domain_scores_codex":[0.9989728,0.00006328941,0.00021099,0.0002296849,0.0002486957,0.0002744813],"domain_scores_gemma":[0.99949,0.00003905848,0.00006414406,0.0002192133,0.00007968803,0.0001078959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000347105,0.0001378319,0.03618447,0.0002239419,0.00005619081,0.00000731925,0.1452612,0.0002709423,0.004681102,0.006526907,0.007342502,0.7989604],"study_design_scores_gemma":[0.01424318,0.0003910379,0.1732556,0.0277395,0.001227943,0.0007660335,0.6239293,0.001307416,0.0397689,0.002411099,0.1128039,0.002156104],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7396057,0.009826926,0.005109026,0.008925435,0.002194839,0.001270382,0.00004357258,0.00006504913,0.2329591],"genre_scores_gemma":[0.9969184,0.00005012389,0.0003320428,0.002087528,0.000319578,0.00005712132,0.000002073793,0.00002219774,0.0002109658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7968044,"threshold_uncertainty_score":0.9987809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536446341284585,"score_gpt":0.3221649375217481,"score_spread":0.2868004741089022,"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."}}