{"id":"W2419092937","doi":"10.11124/jbisrir-2016-2479","title":"Benefits and challenges in the use of art as an intervention for making sense of the cancer experience","year":2016,"lang":"en","type":"article","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; York University","funders":"York University","keywords":"Intervention (counseling); Cancer; Psychology; Aesthetics; Psychotherapist; Medicine; Art; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03445256,0.0006977934,0.005440016,0.003383336,0.001025396,0.006527949,0.001549939,0.003402723,0.004992878],"category_scores_gemma":[0.1594579,0.0009304038,0.007371029,0.004005375,0.00273416,0.00408142,0.002663642,0.003674055,0.0002232639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005126528,"about_ca_system_score_gemma":0.0150463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009205986,"about_ca_topic_score_gemma":0.02585682,"domain_scores_codex":[0.9528437,0.03188965,0.008527609,0.001558943,0.004538448,0.0006416913],"domain_scores_gemma":[0.8207415,0.1639355,0.009923379,0.001138207,0.003421254,0.0008401474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001544847,0.0001292039,0.002879597,0.6916649,0.0171736,0.000164867,0.002958875,0.0002053904,0.0001536587,0.004244429,0.002843084,0.2760374],"study_design_scores_gemma":[0.001784144,0.0006942957,0.01055972,0.8986317,0.04934521,0.0005238921,0.005285088,0.0002240941,0.0002999626,0.003116151,0.02944475,0.00009110731],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004203496,0.9903615,0.0002262523,0.003087359,0.0003993787,0.000284732,0.0001263457,0.000004699745,0.001306168],"genre_scores_gemma":[0.1108268,0.8809388,0.003224585,0.00278868,0.0004715687,0.001340193,0.0001218726,0.00001271967,0.0002747128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03445256,"threshold_uncertainty_score":0.1822047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4143831995840808,"score_gpt":0.43841188801363,"score_spread":0.02402868842954925,"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."}}