{"id":"W4409790211","doi":"10.1002/pon.70155","title":"Harnessing Social Media to Develop Conceptual Domains of Quality of Life for Adolescents With Advanced Cancer","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canada Research Chairs","keywords":"Quality of life (healthcare); Social media; Qualitative research; Psychology; Prom; Conceptual framework; Population; Medicine; Grounded theory; Cancer; Clinical psychology; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01064416,0.0003660275,0.0002419242,0.002894487,0.001142578,0.00323526,0.0004704886,0.000370412,0.001118576],"category_scores_gemma":[0.02258983,0.0001851101,0.0006089268,0.001430288,0.002289692,0.003876389,0.003206914,0.001336311,0.00009892267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098327,"about_ca_system_score_gemma":0.001575534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840536,"about_ca_topic_score_gemma":0.004469795,"domain_scores_codex":[0.9954048,0.003552066,0.0002219558,0.0001649919,0.0004598668,0.0001963878],"domain_scores_gemma":[0.9816042,0.01375986,0.00197978,0.0005079699,0.001675492,0.0004727133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000821196,0.0001492374,0.2033551,0.0007783627,0.00008091333,0.000404876,0.6814042,0.0003946431,0.001432202,0.01047759,0.001837044,0.09960373],"study_design_scores_gemma":[0.00001671239,0.0002073364,0.1314205,0.001413339,0.00008998947,0.0004240216,0.8293415,0.001957163,0.0009802368,0.00746791,0.02661961,0.00006179538],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811436,0.0006194084,0.008272226,0.001923803,0.00007120408,0.0005209513,0.0004726404,0.0000166768,0.006959436],"genre_scores_gemma":[0.9892163,0.000514548,0.008854246,0.0002250652,0.00001802871,0.0005386953,0.0002464178,0.00001233404,0.0003742665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064416,"threshold_uncertainty_score":0.05629236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662873286313056,"score_gpt":0.4289154653513453,"score_spread":0.3626281367200397,"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."}}