{"id":"W4292648387","doi":"10.2196/41469","title":"Identifying Parental Needs When Caring for a Child or Adolescent With Cancer: Participatory Design Study","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Feeling; Coping (psychology); Facilitator; Spouse; Grief; Psychology; Distress; Focus group; Social support; Nursing research; Mental health; Anxiety; Clinical psychology; Medicine; Nursing; Psychiatry; Psychotherapist; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009760942,0.0003063709,0.0005656161,0.0002427666,0.0007850901,0.00008285881,0.0002693394,0.00004180808,0.0002797559],"category_scores_gemma":[0.00009107892,0.0002657773,0.000105595,0.0004616565,0.00006245493,0.0001965596,0.0002254628,0.0004653191,0.000003904589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005554825,"about_ca_system_score_gemma":0.000345277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119225,"about_ca_topic_score_gemma":0.0002756234,"domain_scores_codex":[0.9973305,0.00005163181,0.0004999174,0.0005599141,0.000960474,0.0005975467],"domain_scores_gemma":[0.9989982,0.00007803131,0.0002468255,0.0002419135,0.0001582218,0.0002768195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.009746479,0.002852773,0.7547524,0.001510419,0.0009841089,0.00008788452,0.2065862,0.0002107382,0.0009130745,0.0001098117,0.01878896,0.003457139],"study_design_scores_gemma":[0.03510845,0.01658211,0.2277344,0.00307317,0.003459616,0.0006580982,0.6690614,0.001724207,0.006787573,0.0001979579,0.03328582,0.002327288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991881,0.0006824777,0.0009942062,0.001982737,0.0004948376,0.00342936,0.00004046447,0.0002890367,0.0002059155],"genre_scores_gemma":[0.9933657,0.00001409271,0.0008637208,0.002272221,0.0005680848,0.002422447,0.00001266901,0.0001021441,0.0003789352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270181,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448850579172177,"score_gpt":0.3649992898435932,"score_spread":0.2201142319263755,"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."}}