{"id":"W3014067009","doi":"10.1097/ncc.0000000000000814","title":"Too Much Cancer Care?","year":2020,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Multidisciplinary approach; Harm; Psychological intervention; Nursing; Health care; Teamwork; Perception; Family medicine; Psychology","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":[0.001314807,0.0001192536,0.0001770001,0.0002437924,0.00231062,0.002180906,0.0004928058,0.001086927,0.0123316],"category_scores_gemma":[0.007236182,0.000100653,0.0002207202,0.0005749374,0.002128832,0.00235239,0.001975006,0.002612885,0.0008710972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458751,"about_ca_system_score_gemma":0.003956411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007249677,"about_ca_topic_score_gemma":0.01384932,"domain_scores_codex":[0.998551,0.0006688833,0.00006209053,0.00011445,0.0003149341,0.0002885506],"domain_scores_gemma":[0.9967985,0.0009077237,0.0004788713,0.00005660141,0.0004543072,0.00130415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001565966,0.000238568,0.0929768,0.001363636,0.00006892371,0.003110536,0.1354532,0.000115919,0.0006621966,0.02603426,0.4973658,0.2424536],"study_design_scores_gemma":[0.00003428528,0.0001552657,0.03815725,0.002055943,0.00003229256,0.004713166,0.2642819,0.0001634409,0.0001891571,0.006685003,0.6834928,0.00003947664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2616962,0.0455915,0.0009686979,0.5218185,0.009574506,0.0001356683,0.0004704201,0.00006513623,0.1596794],"genre_scores_gemma":[0.8224263,0.02445647,0.0006804813,0.1218363,0.001672623,0.0001540218,0.000425557,0.00005226373,0.02829619],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0123316,"threshold_uncertainty_score":0.04125333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7843936190494921,"score_gpt":0.6454486461075492,"score_spread":0.138944972941943,"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."}}