{"id":"W2911857174","doi":"10.4018/jhisi.2011040105","title":"Lose It!","year":2011,"lang":"en","type":"article","venue":"International Journal of Healthcare Information Systems and Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Knowledge management; Control (management); Computer science; Psychology; Artificial intelligence; Computer security","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":[0.001861927,0.00014639,0.000334217,0.0005115649,0.0003327878,0.00004072984,0.0003649374,0.0002035428,0.0001069903],"category_scores_gemma":[0.0002442193,0.0001174249,0.00006456308,0.0001527525,0.0000491738,0.002317891,0.00008038209,0.0006267233,0.0002506435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330661,"about_ca_system_score_gemma":0.0008979458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006380602,"about_ca_topic_score_gemma":0.0000270346,"domain_scores_codex":[0.9951822,0.000138226,0.00361835,0.00004617801,0.0006647074,0.0003503072],"domain_scores_gemma":[0.9932951,0.0001801317,0.002979743,0.000185611,0.002912381,0.000447004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007383238,0.0001280628,0.06172781,0.004426262,0.0002333892,0.00001062246,0.122681,0.00005062961,0.000002883723,0.5192696,0.09596534,0.194766],"study_design_scores_gemma":[0.00124126,0.0001869852,0.006934166,0.0005525936,0.00001128664,0.0001994449,0.02978994,0.0007239402,0.000003150004,0.0004135853,0.9598256,0.0001180975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2038255,0.004759465,0.1127232,0.04913646,0.0581083,0.01475174,0.0009935779,0.0004978161,0.5552039],"genre_scores_gemma":[0.9786941,0.003224652,0.003980189,0.01288072,0.0006928153,0.0003041081,0.00004927678,0.00001138482,0.0001627736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8638602,"threshold_uncertainty_score":0.4788449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07682230521103167,"score_gpt":0.4167339662839682,"score_spread":0.3399116610729366,"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."}}