{"id":"W2911745223","doi":"","title":"THE ECOLOGY OF CLINICAL DECISION MAKING","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Cardiovascular Society","keywords":"Ecology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05418913,0.000737599,0.001047121,0.004329639,0.008514845,0.02544075,0.003226,0.005613248,0.005615306],"category_scores_gemma":[0.08538624,0.0009255586,0.0010249,0.002843559,0.09436895,0.01236583,0.01171642,0.009555454,0.0008284663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349475,"about_ca_system_score_gemma":0.02836212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004666449,"about_ca_topic_score_gemma":0.00318699,"domain_scores_codex":[0.8930117,0.08853896,0.001953025,0.004800138,0.008052344,0.003643841],"domain_scores_gemma":[0.8833826,0.09709338,0.004301762,0.003903936,0.005400768,0.005917483],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007831756,0.0001706074,0.004664569,0.0005418387,0.0000908458,0.0005097652,0.06924471,0.001783332,0.0003041794,0.865583,0.008463897,0.04856504],"study_design_scores_gemma":[0.00005579747,0.00006727353,0.001764572,0.0007651672,0.00001654069,0.0002581038,0.02781629,0.001615876,0.0001669197,0.8858101,0.0816039,0.00005953458],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1107576,0.01964172,0.1123772,0.365046,0.002110791,0.0008816503,0.0001639092,0.000210414,0.3888108],"genre_scores_gemma":[0.9387128,0.007646348,0.03172579,0.01412522,0.0007645645,0.0007408403,0.00008785769,0.0001333179,0.006063259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9458109,"threshold_uncertainty_score":0.2865829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837221639891466,"score_gpt":0.3179858253313406,"score_spread":0.279613608932426,"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."}}