{"id":"W6904619148","doi":"10.1371/journal.pone.0298052.g001","title":"PPE Portraits Canada workflow.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Health care; Thematic analysis; Intervention (counseling); Phase portrait; Survey data collection","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":[0.001589723,0.00104187,0.0004889172,0.002434808,0.005426043,0.006461821,0.002484027,0.001930135,0.6661859],"category_scores_gemma":[0.007185537,0.0007480169,0.0007425318,0.003148986,0.001114065,0.002930117,0.004081003,0.002050955,0.3482069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01307279,"about_ca_system_score_gemma":0.03386752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6795211,"about_ca_topic_score_gemma":0.8409843,"domain_scores_codex":[0.9986033,0.000149521,0.00005641166,0.0002316505,0.0007010943,0.0002580763],"domain_scores_gemma":[0.9951141,0.0003530663,0.00008338619,0.0004776444,0.002719902,0.001251912],"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":[0.00003508452,0.00001016925,0.0002288042,0.00008930561,0.0000021885,0.00007853873,0.0003235757,0.00009052132,0.0002048058,0.003528204,0.9647008,0.03070788],"study_design_scores_gemma":[0.000006137193,0.000001942336,0.0002654769,0.00004549291,0.000001120835,0.00002885477,0.0002638233,0.00009129678,0.0000910997,0.0005783825,0.9986157,0.00001069234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001266641,0.000878888,0.009407132,0.007676951,0.002330996,0.0008660745,0.09029108,0.01797906,0.8693031],"genre_scores_gemma":[0.014458,0.001522651,0.02524268,0.00318441,0.0003067335,0.000789545,0.05884191,0.01074801,0.8849061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6661859,"threshold_uncertainty_score":0.6447324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080167238741821,"score_gpt":0.2572422943670733,"score_spread":0.2264406219796551,"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."}}