{"id":"W2623853408","doi":"10.1046/j.1526-0976.2002.61010.x","title":"Home Study Course: Winter 2002","year":2002,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Accreditation; Medicine; Colposcopy; Continuing medical education; Presentation (obstetrics); Medical education; Continuing education; Reading (process); Family medicine; Surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008401981,0.001401123,0.0008372408,0.0007740943,0.002173876,0.002864511,0.001775359,0.002174849,0.4378338],"category_scores_gemma":[0.0008872282,0.0003802119,0.0004437788,0.0003552889,0.0002983408,0.0009994612,0.002009465,0.001911736,0.2468133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385675,"about_ca_system_score_gemma":0.001628486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458936,"about_ca_topic_score_gemma":0.01163381,"domain_scores_codex":[0.9996519,0.00003088241,0.00001560749,0.00005755251,0.0001171358,0.0001269251],"domain_scores_gemma":[0.9984403,0.00003893174,0.00003406706,0.00005672385,0.0002974445,0.001132589],"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":[0.0005861823,0.003552054,0.001279844,0.00009905844,0.000005858419,0.0003222263,0.0001335056,0.0001223978,0.001058328,0.000747812,0.8853559,0.1067368],"study_design_scores_gemma":[0.0003527797,0.00153882,0.02267929,0.0002501614,0.00001335474,0.0003803238,0.0005101212,0.0007235644,0.001741198,0.002250567,0.9695322,0.00002764964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05395972,0.002182076,0.003352174,0.01807201,0.01418092,0.001698527,0.007214253,0.005870258,0.89347],"genre_scores_gemma":[0.02583552,0.0005890705,0.001286827,0.002899316,0.0007411648,0.000379085,0.003157554,0.000309122,0.9648023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5621662,"threshold_uncertainty_score":0.8018619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150519822076123,"score_gpt":0.3406436275328602,"score_spread":0.299138429312099,"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."}}