{"id":"W7162001974","doi":"10.82308/44244","title":"Determining the framework of a primary care based biobank","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Primary health care; Medical care; Health services","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0917044,0.000458234,0.0008577176,0.005057368,0.005207742,0.01702267,0.003507586,0.005256682,0.01359914],"category_scores_gemma":[0.1129376,0.0008433721,0.00109119,0.006142518,0.005606502,0.009110554,0.01106647,0.003046074,0.002980496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01986045,"about_ca_system_score_gemma":0.07137317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026256,"about_ca_topic_score_gemma":0.01900344,"domain_scores_codex":[0.9404123,0.03924612,0.003772468,0.007614186,0.005776357,0.0031785],"domain_scores_gemma":[0.9192098,0.03809722,0.008661751,0.008639768,0.01725544,0.008136122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002669457,0.000214236,0.06236947,0.001241685,0.0002091065,0.001198741,0.01067376,0.003777818,0.001691102,0.8025507,0.04058095,0.07522554],"study_design_scores_gemma":[0.0004278857,0.0004234065,0.0931561,0.00515253,0.0004036486,0.001457842,0.02325255,0.02009708,0.002423845,0.4494021,0.4036246,0.0001784304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1222425,0.009230705,0.3905927,0.2819438,0.001797597,0.01201682,0.01396198,0.001092383,0.1671216],"genre_scores_gemma":[0.5364031,0.003026339,0.4206102,0.0146222,0.0007743207,0.005569528,0.004741473,0.0001429167,0.01410997],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0917044,"threshold_uncertainty_score":0.484985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.310449255229871,"score_gpt":0.5679472520035811,"score_spread":0.2574979967737101,"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."}}