{"id":"W2096957825","doi":"10.2196/jmir.9.2.e12","title":"How Cancer Survivors Provide Support on Cancer-Related Internet Mailing Lists","year":2007,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Robert Wood Johnson Foundation","keywords":"The Internet; Breast cancer; Cancer; Medicine; World Wide Web; Internet privacy; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001804745,0.0001843683,0.0001648435,0.0009042722,0.001470886,0.002124413,0.0005181642,0.0007734903,0.004887019],"category_scores_gemma":[0.01777003,0.0001770214,0.0002409124,0.0008091477,0.0005469942,0.003054422,0.001643491,0.0006369763,0.0007680598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740065,"about_ca_system_score_gemma":0.001130219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515194,"about_ca_topic_score_gemma":0.004248952,"domain_scores_codex":[0.9982284,0.001150766,0.00009734299,0.00008162637,0.0002315021,0.0002104862],"domain_scores_gemma":[0.9947392,0.003112167,0.0009190208,0.0002029302,0.0004557,0.0005709858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002582175,0.0005431268,0.3400941,0.0006713466,0.0001015223,0.0012135,0.3727963,0.0002504596,0.002128364,0.001998066,0.01504724,0.2648976],"study_design_scores_gemma":[0.00004770939,0.0006540854,0.2988912,0.0008390433,0.0001812796,0.00129776,0.6331056,0.0007614939,0.001093596,0.001807735,0.0612647,0.00005586736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982054,0.0006873953,0.0003682835,0.004116522,0.00004565633,0.00006702002,0.0001576775,0.00004366857,0.01245981],"genre_scores_gemma":[0.9959924,0.0009968935,0.0005483537,0.0004817565,0.0000410593,0.00005301983,0.0001658929,0.00001519798,0.001705463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004887019,"threshold_uncertainty_score":0.01634872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07427629846715512,"score_gpt":0.4390924464946019,"score_spread":0.3648161480274468,"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."}}