{"id":"W2294222041","doi":"10.1111/jocn.13111","title":"Active surveillance in prostate cancer: a concept analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Watchful waiting; Medicine; Context (archaeology); Prostate cancer; CINAHL; Ambiguity; Cancer; Intensive care medicine; Psychological intervention; Nursing; Computer science; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03301384,0.00105663,0.00119261,0.0112362,0.002196583,0.007752635,0.002301212,0.001561646,0.005044598],"category_scores_gemma":[0.04201911,0.0005236459,0.003244168,0.00998885,0.009854135,0.01219689,0.004600156,0.002449389,0.000270434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008833976,"about_ca_system_score_gemma":0.01042434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631167,"about_ca_topic_score_gemma":0.001725253,"domain_scores_codex":[0.9727952,0.02060324,0.0009820006,0.0009991894,0.004057233,0.0005630942],"domain_scores_gemma":[0.915825,0.0740633,0.003799982,0.0009939739,0.004671713,0.0006461087],"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":[0.0003014797,0.0002581435,0.008224209,0.02586876,0.0006010823,0.0005109672,0.05117214,0.002905328,0.0002921619,0.709372,0.007356763,0.1931371],"study_design_scores_gemma":[0.0002811559,0.0009578158,0.01297413,0.04941258,0.001337817,0.002235811,0.08408736,0.01121106,0.0009666763,0.6594519,0.1767818,0.0003018547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1542255,0.3858959,0.2590801,0.03475287,0.00270546,0.007679214,0.001969576,0.0001528609,0.1535385],"genre_scores_gemma":[0.7103372,0.07281344,0.2031078,0.003749693,0.0007686734,0.005143587,0.0006319457,0.00006246944,0.00338507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03301384,"threshold_uncertainty_score":0.174596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380900886666853,"score_gpt":0.4378091198545283,"score_spread":0.399719031187843,"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."}}