{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002113718,0.00007033745,0.0002689107,0.00002238204,0.00009706668,0.00001467843,0.00005867807,0.000007200379,0.00007296786],"category_scores_gemma":[0.00006548438,0.00002555073,0.00004831799,0.00001784631,0.00009351051,0.0002663466,0.00003165024,0.00001513962,1.320286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000828113,"about_ca_system_score_gemma":0.000009825128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003459885,"about_ca_topic_score_gemma":0.003187994,"domain_scores_codex":[0.9983919,0.0003466378,0.0009518052,0.0001072906,0.0001333814,0.00006903337],"domain_scores_gemma":[0.9982889,0.000202568,0.001112619,0.0003339961,0.00005057536,0.00001138338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001414371,0.0003020396,0.003180753,0.2193381,0.0001194752,0.000002726696,0.4234216,0.000001297257,0.001694203,0.1870082,0.001068286,0.1637219],"study_design_scores_gemma":[0.003313378,0.001736752,0.01362494,0.2896185,0.0008236179,0.0004941336,0.4427462,0.00008853795,0.00737463,0.003221905,0.2363011,0.0006563291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767002,0.0170745,0.00004931583,0.0007031012,0.0001383638,0.005148139,0.0001469029,0.000002146083,0.00003727309],"genre_scores_gemma":[0.9761034,0.02309918,0.00004913412,0.000107743,0.00002284701,0.0005645516,0.000009614536,0.000004472801,0.00003908776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2352328,"threshold_uncertainty_score":0.1778976,"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."}}