{"id":"W7100308566","doi":"","title":"Open Access","year":2013,"lang":"en","type":"article","venue":"","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Breast cancer; Work (physics); Health professionals; Health care; Best practice","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002778993,0.0006223687,0.0006614856,0.002841635,0.00187702,0.006027874,0.002984141,0.003540042,0.6750848],"category_scores_gemma":[0.01406524,0.0003235799,0.0005591777,0.002532296,0.001347766,0.00401374,0.005316311,0.00193812,0.4834504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623382,"about_ca_system_score_gemma":0.004643009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493861,"about_ca_topic_score_gemma":0.002994188,"domain_scores_codex":[0.9971042,0.0005254878,0.000194052,0.0005139555,0.00119867,0.0004636142],"domain_scores_gemma":[0.9901481,0.00124009,0.0007456099,0.00180111,0.004006261,0.002058811],"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":[0.0001656225,0.000150172,0.001717989,0.000863246,0.00002410939,0.0006799532,0.0002799468,0.0001127969,0.0008535636,0.0236731,0.6067856,0.3646939],"study_design_scores_gemma":[0.00001405419,0.00001921947,0.0007201637,0.0002492117,0.000005340669,0.0004603664,0.000126579,0.0000542341,0.000138324,0.002173776,0.9960312,0.000007549673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003534308,0.006814748,0.005769474,0.01821792,0.007144635,0.0003291246,0.009430015,0.003397782,0.9453621],"genre_scores_gemma":[0.03006264,0.007318537,0.004873783,0.005851374,0.003233584,0.0002934427,0.01325359,0.001128499,0.9339846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6750848,"threshold_uncertainty_score":0.4634521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2482890062178346,"score_gpt":0.5173457796700278,"score_spread":0.2690567734521933,"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."}}