{"id":"W3196064990","doi":"10.3390/curroncol28040277","title":"What Matters in Cancer Survivorship Research? A Suite of Stakeholder-Relevant Outcomes","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Ontario Institute for Cancer Research; McMaster University; Princess Margaret Cancer Centre; University of Toronto; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Survivorship curve; Suite; Cancer; Cancer survivorship; Stakeholder; Data science; Public relations; Computer science; Geography; Political science; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.240978,0.0006343371,0.001536501,0.004597074,0.01074643,0.01198989,0.001637636,0.002611582,0.001241071],"category_scores_gemma":[0.2763686,0.0005457373,0.0008075825,0.007783198,0.0188439,0.01852271,0.007550213,0.004669591,0.0002165428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008480446,"about_ca_system_score_gemma":0.02671905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351917,"about_ca_topic_score_gemma":0.009845383,"domain_scores_codex":[0.7151093,0.251452,0.01020663,0.003435789,0.01573667,0.00405966],"domain_scores_gemma":[0.7280421,0.1950962,0.02251098,0.008844825,0.03177303,0.01373268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001330701,0.0002135486,0.06732439,0.004307877,0.0001682456,0.0005850937,0.7055166,0.0002734775,0.001424769,0.0536195,0.008627673,0.1578058],"study_design_scores_gemma":[0.00002201333,0.0003117076,0.02843993,0.004603563,0.0001031312,0.0004795298,0.8652822,0.0003859132,0.0008306869,0.05433608,0.04509099,0.0001143771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5175208,0.02021174,0.05321553,0.3574581,0.003024168,0.001783423,0.0007380731,0.0001758122,0.04587238],"genre_scores_gemma":[0.9677392,0.003831453,0.01625814,0.009854604,0.0002986642,0.001193878,0.0001144841,0.00005364486,0.0006560079],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.240978,"threshold_uncertainty_score":0.9360093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4159324305261093,"score_gpt":0.5046776806756269,"score_spread":0.08874525014951762,"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."}}