{"id":"W2619386944","doi":"10.1016/j.jsxm.2017.04.147","title":"Towards a New Operational Framework for Sexual Health","year":2017,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reproductive health; CLARITY; Psychology; Hierarchy; Process (computing); Public relations; Medicine; Political science; Computer science; Environmental health; Biology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720843,0.0001117162,0.0004733743,0.0001306989,0.0004452458,0.00005414822,0.0005460126,0.00006590436,0.000336605],"category_scores_gemma":[0.003011449,0.00006764346,0.00002176179,0.00005284959,0.0001662335,0.0002044535,0.00003887414,0.0002782546,0.00002823035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131264,"about_ca_system_score_gemma":0.0002471284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615792,"about_ca_topic_score_gemma":0.00002664103,"domain_scores_codex":[0.9988538,0.00002992143,0.0007033772,0.00009435124,0.00009553918,0.0002230369],"domain_scores_gemma":[0.9979684,0.0003239545,0.001087816,0.0003320358,0.00006802392,0.0002197065],"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":[0.002252848,0.0002254768,0.006770871,0.0001655382,0.000610198,0.00001596907,0.02914373,0.0001285413,0.0009796679,0.2746772,0.5227184,0.1623115],"study_design_scores_gemma":[0.00932214,0.03457397,0.1313358,0.0005910157,0.0001477508,0.0006743057,0.008219653,0.0009808552,0.0001654559,0.4019755,0.4113272,0.0006864383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3331123,0.01352025,0.2147843,0.4326696,0.003124056,0.0004239478,0.0001032005,0.00001332724,0.002248948],"genre_scores_gemma":[0.9667362,0.0006684398,0.008973869,0.004932601,0.007485923,0.000002313358,0.000004361244,0.00003179625,0.0111645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6336238,"threshold_uncertainty_score":0.3685589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141594534111176,"score_gpt":0.3715770847443629,"score_spread":0.2299825506331869,"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."}}