{"id":"W2576095299","doi":"10.1097/ncc.0000000000000465","title":"Refinement of a Conceptual Model for Adolescent Readiness to Engage in End-of-Life Discussions","year":2017,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Preparedness; Context (archaeology); Data collection; Psychology; Applied psychology; Process (computing); Conceptualization; Conceptual model; Medicine; Computer science","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":[0.0004190164,0.0001548671,0.000578497,0.0001087244,0.0001311471,0.000009354099,0.0002216026,0.00006950241,0.00003586736],"category_scores_gemma":[0.0005464682,0.0001352583,0.0001158269,0.00008124414,0.0003461196,0.00007457992,0.00004873484,0.0001679046,7.168687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086693,"about_ca_system_score_gemma":0.00052086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007281949,"about_ca_topic_score_gemma":0.0007415034,"domain_scores_codex":[0.9985024,0.00004304418,0.0005481057,0.0003049354,0.0003120708,0.000289397],"domain_scores_gemma":[0.9985994,0.00006960761,0.0003124218,0.000652355,0.0001381097,0.0002280971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01247475,0.005179742,0.1477019,0.00619678,0.000471151,0.00001503263,0.3597452,0.01225119,0.06603383,0.01431575,0.04444421,0.3311705],"study_design_scores_gemma":[0.04175409,0.001896704,0.6210176,0.09626643,0.00105737,0.000007853748,0.06435406,0.07089704,0.08176941,0.002365031,0.01640446,0.002210003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556968,0.0008716161,0.01565202,0.02417837,0.001006835,0.0013661,0.0002166944,0.00002608897,0.0009855137],"genre_scores_gemma":[0.9952111,0.00004065745,0.003412691,0.0007463331,0.0001983771,0.0001105657,0.00001289377,0.00002999284,0.0002374514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4733157,"threshold_uncertainty_score":0.5515676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478427508970616,"score_gpt":0.4321369502487404,"score_spread":0.2842941993516789,"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."}}