{"id":"W3129281310","doi":"10.1016/j.abdp.2020.11.001","title":"10.1016/j.abdp.2020.11.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Humanities; Medicine; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004568837,0.001136318,0.0004774507,0.001805271,0.001104384,0.001634221,0.00106943,0.003668768,0.9576229],"category_scores_gemma":[0.001098071,0.0004502825,0.000647496,0.0009470995,0.000701844,0.001816019,0.001158081,0.001163633,0.9537496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760042,"about_ca_system_score_gemma":0.0009121174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004544761,"about_ca_topic_score_gemma":0.004768142,"domain_scores_codex":[0.9997664,0.00002012962,0.00002036898,0.00004781283,0.0000631298,0.00008213116],"domain_scores_gemma":[0.99918,0.0001497321,0.00006026,0.00004776087,0.000166384,0.0003958162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002082548,0.0001868327,0.002442759,0.0003311772,0.00001726404,0.0002953632,0.00005043442,0.0002927551,0.0005498309,0.003614728,0.4194018,0.5726088],"study_design_scores_gemma":[0.00004696358,0.00006998001,0.002452262,0.0004035373,0.0000157041,0.001272779,0.0001121155,0.0002177165,0.0003403575,0.001747885,0.9933056,0.00001498669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001072611,0.001434305,0.000593613,0.002046875,0.000811283,0.00005361029,0.001285795,0.0005329497,0.992169],"genre_scores_gemma":[0.002676723,0.0006058196,0.0006982676,0.0006982979,0.0002062578,0.00003555662,0.0009968407,0.000111563,0.9939706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04237711,"threshold_uncertainty_score":0.06044573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267277160862295,"score_gpt":0.2533257898913405,"score_spread":0.2406530182827175,"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."}}