{"id":"W2759280883","doi":"10.2196/cancer.7312","title":"The Impact of Participation in Online Cancer Communities on Patient Reported Outcomes: Systematic Review","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002636597,0.0001449619,0.0006517264,0.00004232343,0.0001394158,0.00002284205,0.0001712826,0.00004476146,0.0001055972],"category_scores_gemma":[0.0002199574,0.00007679775,0.0001985431,0.00008556696,0.00008536532,0.00005957878,0.00003958156,0.0001821373,0.000001846699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874437,"about_ca_system_score_gemma":0.0002167989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04488144,"about_ca_topic_score_gemma":0.07420322,"domain_scores_codex":[0.9986874,0.000113047,0.0006038015,0.0001056459,0.0003041617,0.0001858972],"domain_scores_gemma":[0.9977857,0.0001227435,0.0006968136,0.001133518,0.0002023974,0.00005875795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003349351,0.0002857173,0.9189122,0.06724013,0.000492082,0.00001733766,0.00517125,0.00007455477,0.00003829801,0.00003534444,0.001710127,0.00568802],"study_design_scores_gemma":[0.0007312717,0.0002840449,0.8709391,0.1260839,0.0003064895,0.000002616848,0.001068527,0.0001288741,0.00006566753,0.00001380761,0.0002442152,0.000131425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769161,0.01871076,3.746337e-7,0.001872041,0.0002799354,0.001643739,0.00006884786,0.00001505921,0.0004931103],"genre_scores_gemma":[0.9859136,0.01131308,8.868088e-7,0.0006215066,0.00003642018,0.001750707,0.00001660821,0.00001611038,0.0003310469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05884379,"threshold_uncertainty_score":0.9614788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08864538161574777,"score_gpt":0.4589494381563221,"score_spread":0.3703040565405743,"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."}}