{"id":"W2766937588","doi":"10.2196/cancer.8150","title":"“Thanks for Letting Us All Share Your Mammogram Experience Virtually”: Developing a Web-Based Hub for Breast Cancer Screening","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Impact Fund","keywords":"Thematic analysis; Resource (disambiguation); Context (archaeology); World Wide Web; Computer science; Breast cancer; Service (business); Medicine; Qualitative research; Cancer; Business; Marketing; Sociology","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":[0.006677497,0.0003566215,0.0001341932,0.0004451448,0.00275005,0.002451064,0.0007438468,0.00113072,0.004426709],"category_scores_gemma":[0.009707348,0.0002563625,0.0002748938,0.0002311525,0.001687296,0.004843281,0.004434154,0.001056604,0.001435011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007952254,"about_ca_system_score_gemma":0.002040827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761965,"about_ca_topic_score_gemma":0.001852773,"domain_scores_codex":[0.996276,0.002968611,0.00006102804,0.0001648689,0.0002459383,0.0002834669],"domain_scores_gemma":[0.9944236,0.002317845,0.0003405239,0.0003560713,0.0004891579,0.002072838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003057065,0.001417195,0.03873297,0.0009391944,0.00003160151,0.003049798,0.580833,0.0003267455,0.01251569,0.0062596,0.05414245,0.301446],"study_design_scores_gemma":[0.0001188487,0.002509159,0.03596217,0.0007057898,0.00008513881,0.004987646,0.5247782,0.002284879,0.008660357,0.004984922,0.4147213,0.000201548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91216,0.000434796,0.03398928,0.01904872,0.0003832761,0.001145666,0.0001662692,0.0009867258,0.03168521],"genre_scores_gemma":[0.9348847,0.0005650347,0.04791518,0.003578401,0.0001116461,0.0007104109,0.0001781218,0.0001679923,0.01188859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006677497,"threshold_uncertainty_score":0.03531438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2477071294549967,"score_gpt":0.5106963727198115,"score_spread":0.2629892432648148,"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."}}