{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007558,0.0006377,0.0005371642,0.0008931026,0.001717551,0.002603979,0.0007650688,0.001401772,0.1630822],"category_scores_gemma":[0.007393755,0.0003286873,0.000633679,0.0004432719,0.0004760657,0.00430842,0.002843779,0.002038556,0.1471347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326553,"about_ca_system_score_gemma":0.0004921113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009968,"about_ca_topic_score_gemma":0.002275691,"domain_scores_codex":[0.9991478,0.0002252894,0.00004955842,0.0000826748,0.0003653047,0.0001294494],"domain_scores_gemma":[0.9977192,0.0004145112,0.0001533468,0.0002784035,0.0007753015,0.0006591216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003099385,0.0003012913,0.002677253,0.0002939237,0.00003373795,0.0001449757,0.001101031,0.00003889367,0.001904483,0.001592358,0.7095319,0.2820702],"study_design_scores_gemma":[0.00004432422,0.0002170024,0.005932854,0.0001721727,0.00003197914,0.000433249,0.001206973,0.0002174061,0.001573441,0.001714963,0.9883533,0.0001024099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05551163,0.004568775,0.03906158,0.06664223,0.02482098,0.001135523,0.010594,0.03251752,0.7651477],"genre_scores_gemma":[0.113712,0.003361376,0.02442855,0.03155297,0.002797688,0.0008231531,0.006159784,0.004387524,0.8127769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1630822,"threshold_uncertainty_score":0,"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."}}