{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009130047,0.0007615446,0.0004529665,0.0006798882,0.001097208,0.002608493,0.00084265,0.005867016,0.01526159],"category_scores_gemma":[0.008780803,0.0003103136,0.0006549269,0.0003262494,0.0007048391,0.002370283,0.0007940865,0.01022499,0.01098242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000613307,"about_ca_system_score_gemma":0.0007015491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047369,"about_ca_topic_score_gemma":0.003266086,"domain_scores_codex":[0.9990521,0.0001937819,0.0001046121,0.0001731428,0.0003869351,0.00008942668],"domain_scores_gemma":[0.9975587,0.001030632,0.0001989467,0.00009553328,0.0007219688,0.00039419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005972135,0.00002064553,0.0005340859,0.0002333592,0.00001324431,0.001139717,0.00008170193,0.00001519434,0.000588147,0.001390806,0.9572563,0.03866721],"study_design_scores_gemma":[0.00001378948,0.00005867433,0.000442327,0.0003412714,0.00002285302,0.003656639,0.0001528563,0.0001052781,0.0006583548,0.0006928313,0.9938337,0.00002150259],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.001527733,0.02755395,0.003984818,0.4213789,0.5223853,0.000105435,0.0002639793,0.0004862963,0.0223136],"genre_scores_gemma":[0.01295129,0.0365245,0.00500034,0.604602,0.2328242,0.0000764742,0.0002758848,0.0002398058,0.1075055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01526159,"threshold_uncertainty_score":0.05105513,"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."}}