{"id":"W1968736247","doi":"10.1089/152091503765692027","title":"Why People Download the Freeware AIDA v4.3a Diabetes Software Program: A Proof-of-Concept Semi-Automated Analysis","year":2003,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upload; The Internet; Software; Download; Column (typography); Internet access; World Wide Web; Computer science; Medicine; Multimedia; Operating system; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008149231,0.000775231,0.0005594582,0.001686267,0.0009472332,0.002469046,0.001151855,0.0009046019,0.02891579],"category_scores_gemma":[0.0414091,0.0005688711,0.0006031802,0.0007989903,0.000729325,0.001917561,0.001464842,0.001237746,0.029255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085119,"about_ca_system_score_gemma":0.001808078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942808,"about_ca_topic_score_gemma":0.002054159,"domain_scores_codex":[0.9930917,0.001686454,0.0003274289,0.000610541,0.003928429,0.0003553812],"domain_scores_gemma":[0.9401132,0.02774727,0.002941333,0.003010447,0.02484054,0.001347112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001751271,0.0009438934,0.01667343,0.001765113,0.00007906348,0.0007059895,0.005194673,0.0009322386,0.03843041,0.002665146,0.4443647,0.486494],"study_design_scores_gemma":[0.0005847144,0.002679687,0.05541879,0.001789847,0.0002104469,0.001834902,0.009861422,0.01513644,0.1194747,0.003617493,0.7887811,0.0006105574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3155808,0.002881259,0.4154596,0.02518335,0.005452302,0.01511308,0.03293932,0.1092651,0.07812524],"genre_scores_gemma":[0.3145504,0.002104869,0.5102743,0.006920285,0.0006414513,0.01251679,0.02014253,0.01219327,0.1206561],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02891579,"threshold_uncertainty_score":0.09673297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031516884709785,"score_gpt":0.3381197500820297,"score_spread":0.3066028653722447,"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."}}