{"id":"W3192842223","doi":"10.2196/22809","title":"Web-Based Information Seeking Behaviors of Low-Literacy Hispanic Survivors of Breast Cancer: Observational Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Observational study; Breast cancer; Medicine; Oncology; Web application; Psychology; Cancer; Gerontology; Internal medicine; World Wide Web; Computer science","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":[0.000977329,0.0003037271,0.0004230748,0.0007411781,0.001208137,0.0005711973,0.0002992709,0.0005679321,0.001969927],"category_scores_gemma":[0.002050377,0.0004602274,0.0004693258,0.0006179735,0.0004010618,0.0007264785,0.0006876922,0.0008769484,0.000512828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004175894,"about_ca_system_score_gemma":0.0007695121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007338667,"about_ca_topic_score_gemma":0.008935071,"domain_scores_codex":[0.9996945,0.0001022964,0.00002912466,0.0000483546,0.00004246173,0.00008340921],"domain_scores_gemma":[0.9987277,0.0002396799,0.0003235643,0.00009477664,0.00026929,0.000344881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000547661,0.006159801,0.9788576,0.0001103814,0.00006082548,0.0004087651,0.007048698,0.00002265559,0.0007875198,0.00002401783,0.0004197059,0.005552392],"study_design_scores_gemma":[0.000166164,0.006430346,0.9670001,0.00006128527,0.00008583411,0.0005331681,0.02408404,0.0001963573,0.0002620724,0.00005257367,0.001105177,0.0000229857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994861,0.00003092763,0.00004381706,0.00001659459,0.000001986489,0.0001287526,0.0001286069,0.000001446281,0.0001616661],"genre_scores_gemma":[0.9984291,0.000128657,0.0002638917,0.0001250227,0.0000101826,0.0003738885,0.0003030564,0.000002689361,0.000363434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007338667,"threshold_uncertainty_score":0.01459193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497476452570299,"score_gpt":0.5297863462792437,"score_spread":0.3800387010222138,"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."}}