{"id":"W2417768516","doi":"","title":"Giving patients information on abnormal cytology and human papillomavirus: survey of health providers.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Likert scale; Family medicine; Cervical cancer; Human papillomavirus; Health professionals; Nursing; Cancer; Health care; Psychology; Internal medicine","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":[0.001351156,0.0001983899,0.0002583427,0.0004976504,0.0005222626,0.000358842,0.0002299538,0.0005655017,0.006094159],"category_scores_gemma":[0.005288709,0.0003686765,0.0002454972,0.001181694,0.0002412822,0.0006628351,0.0004538379,0.0008021267,0.001261095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006685842,"about_ca_system_score_gemma":0.0007212984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009251701,"about_ca_topic_score_gemma":0.007923719,"domain_scores_codex":[0.9990566,0.0003132563,0.0001353279,0.00009861353,0.0002416701,0.0001545186],"domain_scores_gemma":[0.9954649,0.0008562186,0.002361878,0.0001112334,0.0005203034,0.0006854735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007911203,0.0001748877,0.9945195,0.00005977827,0.00001671367,0.00006832057,0.0003311835,0.00002921822,0.000203259,0.00001032529,0.00165749,0.002850183],"study_design_scores_gemma":[0.00003857504,0.0003474143,0.9955929,0.00004449081,0.00001771732,0.0005058709,0.0008963189,0.0001546764,0.000129725,0.00001295588,0.002252561,0.000006912404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888331,0.0004901003,0.000151704,0.0009749132,0.00001654887,0.0001399726,0.00724727,0.00001584119,0.002130672],"genre_scores_gemma":[0.9942273,0.0005019063,0.0003276133,0.0007449844,0.00003072183,0.000148184,0.002588168,0.000004961052,0.001426175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009251701,"threshold_uncertainty_score":0.02038699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515135408936336,"score_gpt":0.329932595499184,"score_spread":0.2747812414098206,"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."}}