{"id":"W7110787898","doi":"10.1371/journal.pmen.0000312.s012","title":"Hair Collection Protocol.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Music therapy; Mental health; Anxiety; Inclusion (mineral); Treatment and control groups; Randomized controlled trial; Group psychotherapy; Control (management)","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":[0.01255439,0.001453668,0.002045156,0.002418601,0.003517357,0.002630266,0.003490722,0.002911186,0.4462086],"category_scores_gemma":[0.01655612,0.001508884,0.00140644,0.001892195,0.001432524,0.001196787,0.002777595,0.00348403,0.2079882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494869,"about_ca_system_score_gemma":0.007469045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183746,"about_ca_topic_score_gemma":0.009199033,"domain_scores_codex":[0.9940352,0.001776371,0.0007348063,0.001140563,0.001801498,0.0005115817],"domain_scores_gemma":[0.9873454,0.001827966,0.0003971618,0.003766077,0.005412974,0.001250515],"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":[0.00765739,0.003048813,0.003021119,0.005645785,0.00008849004,0.0009452133,0.001910279,0.0006103076,0.009423116,0.0109477,0.6934055,0.2632962],"study_design_scores_gemma":[0.001506037,0.001329787,0.004214962,0.00113954,0.00004075443,0.0002376039,0.0006343618,0.0004274139,0.002019841,0.002639626,0.985754,0.00005609873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007452704,0.001071667,0.07817752,0.00216744,0.003254386,0.6832513,0.08736403,0.005180294,0.1320806],"genre_scores_gemma":[0.01017233,0.001294123,0.08189934,0.004205937,0.0007225902,0.7681235,0.02915641,0.001320544,0.1031053],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4462086,"threshold_uncertainty_score":0.7899162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07661941511302453,"score_gpt":0.4282978198201575,"score_spread":0.351678404707133,"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."}}