{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01596098,0.001281468,0.007631943,0.007656569,0.0005668282,0.002750914,0.001842041,0.001859009,0.00354383],"category_scores_gemma":[0.07166869,0.0008746539,0.006531971,0.01046125,0.001111461,0.002267161,0.001542982,0.001364025,0.0001784407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354418,"about_ca_system_score_gemma":0.01018163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005319664,"about_ca_topic_score_gemma":0.01574522,"domain_scores_codex":[0.9844864,0.006727451,0.005203263,0.0009571406,0.002323056,0.0003027106],"domain_scores_gemma":[0.9130657,0.06679446,0.01457361,0.0009753736,0.004005436,0.0005853751],"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":[0.0002718761,0.00002590713,0.001284851,0.9657208,0.01161589,0.00005520981,0.0001737452,0.00005488114,0.00006262359,0.00008535387,0.00054045,0.02010839],"study_design_scores_gemma":[0.0005173991,0.0004993374,0.009532827,0.8474211,0.1316767,0.0003241539,0.000467517,0.000116973,0.0001789498,0.0002302828,0.008987941,0.00004699151],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00260709,0.9959285,0.0001282674,0.0002206998,0.0000738469,0.0004706451,0.0003487271,0.000007435383,0.0002148103],"genre_scores_gemma":[0.05033446,0.9455878,0.0009350316,0.0007096264,0.0001490701,0.001834529,0.0003362402,0.000006952356,0.0001062952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01596098,"threshold_uncertainty_score":0.08441073,"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."}}