{"id":"W2146443751","doi":"10.1373/clinchem.2011.165761","title":"I Detected My Cancer with My Smart Phone","year":2011,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Human multitasking; Phone; Smart phone; Computer science; Telecommunications; Multimedia; Internet privacy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007145876,0.0001180668,0.0001724387,0.000006530227,0.00002459237,0.000009147501,0.00008959718,0.0001928667,0.0008789478],"category_scores_gemma":[0.00004349328,0.00009514707,0.00007667016,0.0001104306,0.00009702304,0.00002846975,0.00001544993,0.0003440687,0.00007194692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002127553,"about_ca_system_score_gemma":0.00001369605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394111,"about_ca_topic_score_gemma":0.000009299111,"domain_scores_codex":[0.9992903,0.000006549822,0.0002491121,0.000186253,0.00008159543,0.0001861613],"domain_scores_gemma":[0.9995536,0.00004119376,0.00002618191,0.0001933815,0.00003502595,0.0001506333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001369596,0.001471752,0.2698902,0.002227332,0.002120462,0.0004018029,0.0004370123,0.0004639295,0.4909003,0.00005471218,0.03192952,0.1987334],"study_design_scores_gemma":[0.001152661,0.00008128298,0.03644966,0.0001037631,0.0001224229,0.00001610733,0.00004215396,0.009585385,0.941272,0.0001346629,0.01048896,0.0005509139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849037,0.0001138666,0.0003095302,0.00003210735,0.0001628374,0.00003396736,0.000006068358,0.0002849492,0.01415298],"genre_scores_gemma":[0.9982184,0.00009447544,0.0003332314,0.00005314128,0.0002602729,0.000009633732,0.000002478895,0.00002463878,0.001003757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4503718,"threshold_uncertainty_score":0.9623862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606268744778963,"score_gpt":0.2647178740819303,"score_spread":0.2286551866341407,"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."}}