{"id":"W4246991349","doi":"10.1002/psb.132","title":"Latest news and product developments","year":2007,"lang":"en","type":"article","venue":"Prescriber","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Product (mathematics); Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847531,0.00006758867,0.0001009169,0.00004338823,0.00004540019,0.000007638967,0.00001801567,0.00002912242,0.00004760015],"category_scores_gemma":[0.000135237,0.00005480299,0.00001242215,0.00007268735,0.00002723164,0.0000701723,0.00001681785,0.00009460094,0.00006245958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002458982,"about_ca_system_score_gemma":0.00004217269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005992123,"about_ca_topic_score_gemma":0.00002593864,"domain_scores_codex":[0.9992863,0.000009616135,0.0001446478,0.0002399738,0.0001120302,0.0002074404],"domain_scores_gemma":[0.9995982,0.00001258327,0.00002731067,0.000156554,0.00007431086,0.0001310636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003568741,0.0001053175,0.6738161,0.0001052961,0.0000244105,0.0000233266,0.0005656005,1.305441e-7,0.01294102,0.0001534181,0.007342962,0.3045655],"study_design_scores_gemma":[0.0004758889,0.00004145979,0.8543138,0.00002051225,0.00001385151,0.00004841815,0.00003240172,0.000001933343,0.005501643,0.00007781568,0.1394157,0.00005655763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756495,0.00099566,0.0001674902,0.003733081,0.0001851214,0.0004733935,4.644191e-7,0.00005120958,0.01874408],"genre_scores_gemma":[0.9912487,0.00007153802,0.00258754,0.0008589805,0.0004227547,0.000009958652,0.000006349006,0.000009876011,0.004784324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304509,"threshold_uncertainty_score":0.2234801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773582338489214,"score_gpt":0.3054194790323606,"score_spread":0.2776836556474684,"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."}}