{"id":"W2093384210","doi":"10.3747/co.v15i0.268","title":"Integrating Science and Human Values for Cancer Patient Care","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Personalization; Psychological intervention; Affect (linguistics); Medicine; Health care; Population; Psychology; Nursing; Environmental health; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0625858,0.000972473,0.001625762,0.002546952,0.009435612,0.02624798,0.003239198,0.01199653,0.006273522],"category_scores_gemma":[0.064249,0.000641373,0.001017557,0.001584191,0.06499079,0.01258034,0.02419913,0.02111256,0.001841926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01372087,"about_ca_system_score_gemma":0.04273107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659662,"about_ca_topic_score_gemma":0.005582214,"domain_scores_codex":[0.9453154,0.04006473,0.001648561,0.00191864,0.008797767,0.002254964],"domain_scores_gemma":[0.947602,0.02576187,0.003380471,0.004723971,0.007662331,0.01086943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007400491,0.0002062685,0.003258383,0.0007981216,0.0002467032,0.0005918933,0.03021138,0.001965217,0.0005882993,0.7886338,0.07524772,0.09817834],"study_design_scores_gemma":[0.00003586071,0.00009026954,0.0008563188,0.0009823,0.00004069345,0.0003260869,0.008105437,0.0003587407,0.0002253118,0.802137,0.1867789,0.00006311561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007969941,0.02330555,0.03991915,0.778064,0.004955329,0.0002423852,0.00008684872,0.0001262348,0.1453306],"genre_scores_gemma":[0.6937573,0.03540107,0.08469571,0.1621085,0.008828595,0.001012552,0.0002235835,0.0002642774,0.0137085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0625858,"threshold_uncertainty_score":0.3309893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07286643359289097,"score_gpt":0.4191556145820896,"score_spread":0.3462891809891986,"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."}}