{"id":"W4386837123","doi":"10.3390/curroncol30090617","title":"Assessing and Preparing Patients for Hematopoietic Stem Cell Transplant in Canada: An Environmental Scan of Psychosocial Care","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosocial; Medicine; Stem cell; Hematopoietic stem cell; Haematopoiesis; Intensive care medicine; Family medicine; Internal medicine; Psychiatry; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002662144,0.0002615511,0.0003553358,0.001365222,0.01550508,0.003063523,0.001442091,0.0006905326,0.001834403],"category_scores_gemma":[0.005772888,0.0004269529,0.0002945471,0.00432297,0.005624558,0.0009594625,0.003749907,0.001611434,0.00009071923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09730917,"about_ca_system_score_gemma":0.2122813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879132,"about_ca_topic_score_gemma":0.9947317,"domain_scores_codex":[0.9961239,0.001194033,0.0001655521,0.0003060276,0.001019296,0.001191245],"domain_scores_gemma":[0.9918267,0.002273864,0.0006886656,0.000170374,0.002818533,0.002221959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001305449,0.0001573769,0.1947123,0.001512913,0.00004368991,0.002615717,0.7059953,0.000513861,0.001875583,0.003041416,0.009483344,0.07991803],"study_design_scores_gemma":[0.00001052676,0.0001004092,0.1669355,0.001165081,0.00002995367,0.0004456268,0.7930673,0.0002870192,0.0004065017,0.0003347492,0.03714257,0.0000747438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702318,0.002964222,0.000778956,0.01396906,0.00006200275,0.0002833466,0.0009774539,0.00003097464,0.01070212],"genre_scores_gemma":[0.9923466,0.002065552,0.001136824,0.002784765,0.000008339846,0.0001192671,0.0002084574,0.00001732693,0.001312856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09730917,"threshold_uncertainty_score":0.7060307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05086055193403733,"score_gpt":0.3519508763714397,"score_spread":0.3010903244374024,"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."}}